Index

AI model contributions

• Number of contributions: 1437

Category	Sub-category	Benchmark	Method	Metric	Score	Team	Dataset	Size
AI	MLFF	mlearnall_Si_forces	mlearn_analysis_Si_eqV2_153M_omat	MULTIMAE	0.01233474765762899	JARVIS	mlearnall_Si	239
AI	MLFF	mlearnall_Si_stresses	mlearn_analysis_Si_orb-v2	MULTIMAE	0.8717744205819727	JARVIS	mlearnall_Si	239
AI	SinglePropertyPrediction	qe_tb_final_energy	kgcnn_coGN	MAE	1.3185	kgcnn	qe_tb	829574
AI	SinglePropertyPrediction	dft_3d_dfpt_piezo_max_dielectric	alignn2_knn	MAE	24.3052	AtomGPTLab	dft_3d	4704
AI	SinglePropertyPrediction	dft_3d_epsz	kgcnn_coNGN	MAE	17.8104	kgcnn	dft_3d	44490
AI	SinglePropertyPrediction	dft_3d_formation_energy_peratom	kgcnn_coGN	MAE	0.0271	kgcnn	dft_3d	55713
AI	SinglePropertyPrediction	dft_3d_max_efg	alignn_model	MAE	19.1211	ALIGNN	dft_3d	11865
AI	SinglePropertyPrediction	dft_3d_mepsx	kgcnn_coNGN	MAE	23.3801	kgcnn	dft_3d	16809
AI	SinglePropertyPrediction	dft_3d_shear_modulus_gv	kgcnn_coNGN	MAE	8.4881	kgcnn	dft_3d	19680
AI	SinglePropertyPrediction	dft_3d_exfoliation_energy	alignn_2026_nalignn_radius	MAE	36.5818	AtomGPTLab	dft_3d	812
AI	SinglePropertyPrediction	qe_tb_indir_gap	matminer_rf	MAE	0.0278	UofT	qe_tb	829574
AI	SinglePropertyPrediction	dft_3d_n_Seebeck	kgcnn_coGN	MAE	39.2692	kgcnn	dft_3d	23210
AI	SinglePropertyPrediction	dft_3d_ph_heat_capacity	matminer_rf	MAE	5.2757	UofT	dft_3d	12054
AI	SinglePropertyPrediction	dft_3d_kpoint_length_unit	matminer_xgboost	MAE	9.047	UofT	dft_3d	55392
AI	SinglePropertyPrediction	dft_3d_epsx	kgcnn_coNGN	MAE	18.5738	kgcnn	dft_3d	44490
AI	SinglePropertyPrediction	dft_3d_avg_elec_mass	alignn2_knn	MAE	0.081	AtomGPTLab	dft_3d	17642
AI	SinglePropertyPrediction	dft_3d_optb88vdw_total_energy	kgcnn_coGN	MAE	0.0262	kgcnn	dft_3d	55713
AI	SinglePropertyPrediction	dft_3d_dfpt_piezo_max_dij	alignn2_knn	MAE	12.4983	AtomGPTLab	dft_3d	3345
AI	SinglePropertyPrediction	dft_3d_slme	alignn_2026_nalignn_radius	MAE	4.3774	AtomGPTLab	dft_3d	9062
AI	SinglePropertyPrediction	dft_3d_encut	alignn2_knn	MAE	128.0826	AtomGPTLab	dft_3d	55386
AI	SinglePropertyPrediction	dft_3d_spillage	alignn2_knn_wide	MAE	0.3408	AtomGPTLab	dft_3d	11375
AI	SinglePropertyPrediction	qe_tb_energy_per_atom	kgcnn_coGN	MAE	0.0636	kgcnn	qe_tb	829574
AI	SinglePropertyPrediction	dft_3d_magmom_oszicar	kgcnn_coNGN	MAE	0.2437	kgcnn	dft_3d	52210
AI	SinglePropertyPrediction	dft_3d_optb88vdw_bandgap	kgcnn_coGN	MAE	0.1219	kgcnn	dft_3d	55713
AI	SinglePropertyPrediction	qe_tb_f_enp	kgcnn_coGN	MAE	0.0956	kgcnn	qe_tb	829574
AI	SinglePropertyPrediction	dft_3d_mbj_bandgap	alignn2_knn_wide	MAE	0.2576	AtomGPTLab	dft_3d	18167
AI	SinglePropertyPrediction	dft_3d_epsy	kgcnn_coNGN	MAE	18.5923	kgcnn	dft_3d	44490
AI	SinglePropertyPrediction	dft_3d_ehull	kgcnn_coGN	MAE	0.0466	kgcnn	dft_3d	55364
AI	SinglePropertyPrediction	dft_3d_mepsy	kgcnn_coNGN	MAE	23.3299	kgcnn	dft_3d	16809
AI	SinglePropertyPrediction	dft_3d_n_powerfact	alignn_model	MAE	442.2993	ALIGNN	dft_3d	23210
AI	SinglePropertyPrediction	dft_3d_avg_hole_mass	alignn_model	MAE	0.1239	ALIGNN	dft_3d	17642
AI	SinglePropertyPrediction	dft_3d_mepsz	kgcnn_coNGN	MAE	22.842	kgcnn	dft_3d	16809
AI	SinglePropertyPrediction	dft_3d_bulk_modulus_kv	kgcnn_coNGN	MAE	8.7022	kgcnn	dft_3d	19680
AI	MLFF	mlearn_Ni_energy	snap_mlearn	MAE	1.6742	JARVIS	mlearn_Ni	294
AI	MLFF	mlearn_Cu_stresses	matgl_pretrained	MULTIMAE	29.08125948284852	Matgl	mlearn_Cu	293
AI	MLFF	mlearn_Ge_stresses	matgl_pretrained	MULTIMAE	9.843460590954754	Matgl	mlearn_Ge	253
AI	MLFF	mlearn_Cu_energy	matgl_mlearn	MAE	0.8696	Matgl	mlearn_Cu	293
AI	MLFF	mlearn_Ni_forces	snap_mlearn	MULTIMAE	0.06181732186425153	JARVIS	mlearn_Ni	294
AI	MLFF	mlearn_Cu_forces	matgl_mlearn	MULTIMAE	0.017749048098047573	Matgl	mlearn_Cu	293
AI	MLFF	mlearn_Mo_forces	alignn2_radius	MULTIMAE	0.1475070010949986	AtomGPTLab	mlearn_Mo	217
AI	MLFF	mlearn_Li_energy	snap_mlearn	MAE	0.1017	JARVIS	mlearn_Li	270
AI	MLFF	mlearn_Si_stresses	alignnff_mlearn_Si_2026	MULTIMAE	11.807643970667261	AtomGPTLab	mlearn_Si	239
AI	MLFF	mlearn_Si_forces	alignnff_mlearn_wt1	MULTIMAE	0.06942387617720659	JARVIS	mlearn_Si	239
AI	MLFF	mlearn_Ni_stresses	matgl_pretrained	MULTIMAE	38.842144743058384	Matgl	mlearn_Ni	294
AI	MLFF	mlearn_Si_energy	matgl_mlearn	MAE	0.8759	Matgl	mlearn_Si	239
AI	MLFF	mlearn_Li_forces	snap_mlearn	MULTIMAE	0.02733803004038507	JARVIS	mlearn_Li	270
AI	MLFF	mlearn_Mo_energy	snap_mlearn	MAE	0.9078	JARVIS	mlearn_Mo	217
AI	MLFF	mlearn_Li_stresses	matgl_pretrained	MULTIMAE	4.565046531310405	Matgl	mlearn_Li	270
AI	MLFF	mlearn_Mo_stresses	alignnff_mlearn_all_wt1	MULTIMAE	44.869556923541296	JARVIS	mlearn_Mo	217
AI	MLFF	mlearn_Ge_energy	alignnff_mlearn_Ge_2026	MAE	0.652	AtomGPTLab	mlearn_Ge	253
AI	MLFF	mlearn_Ge_forces	alignnff_mlearn_Ge_2026	MULTIMAE	0.05991646173465817	AtomGPTLab	mlearn_Ge	253
AI	SinglePropertyPrediction	tinnet_OH_ead	Out-AI-SinglePropertyPrediction-ead-tinnet_OH-test-mae.csv.zip	MAE	0.0843	ALIGNN	tinnet_OH	746
AI	SinglePropertyPrediction	AGRA_CHO_ead	Out-AI-SinglePropertyPrediction-ead-AGRA_CHO-test-mae.csv.zip	MAE	0.0953	ALIGNN	AGRA_CHO	214
AI	SinglePropertyPrediction	tinnet_O_ead	Out-AI-SinglePropertyPrediction-ead-tinnet_O-test-mae.csv.zip	MAE	0.2657	ALIGNN	tinnet_O	745
AI	SinglePropertyPrediction	AGRA_CO_ead	Out-AI-SinglePropertyPrediction-ead-AGRA_CO-test-mae.csv.zip	MAE	0.1082	ALIGNN	AGRA_CO	193
AI	SinglePropertyPrediction	AGRA_O_ead	Out-AI-SinglePropertyPrediction-ead-AGRA_O-test-mae.csv.zip	MAE	0.0319	ALIGNN	AGRA_O	1000
AI	SinglePropertyPrediction	AGRA_OH_ead	Out-AI-SinglePropertyPrediction-ead-AGRA_OH-test-mae.csv.zip	MAE	0.0241	ALIGNN	AGRA_OH	875
AI	SinglePropertyPrediction	tinnet_N_ead	alignn_model	MAE	0.0871	ALIGNN	tinnet_N	327
AI	SinglePropertyPrediction	AGRA_COOH_ead	Out-AI-SinglePropertyPrediction-ead-AGRA_COOH-test-mae.csv.zip	MAE	0.0383	ALIGNN	AGRA_COOH	280
AI	SinglePropertyPrediction	dft_3d_chipsff_form_en	alignn_ff_jarvis_ff_fd	MAE	0.0273	AtomGPTLab	dft_3d_chipsff	104
AI	SinglePropertyPrediction	dft_3d_chipsff_kv	alignn_ff_jarvis_ff_fd	MAE	50.6054	AtomGPTLab	dft_3d_chipsff	104
AI	SinglePropertyPrediction	dft_3d_chipsff_surf_en	eqV2_31M_omat_mp_salex	MAE	0.1564	JARVIS	dft_3d_chipsff	85
AI	SinglePropertyPrediction	dft_3d_chipsff_c11	mattersim	MAE	31.8093	JARVIS	dft_3d_chipsff	104
AI	SinglePropertyPrediction	dft_3d_chipsff_b	alignn_ff	MAE	0.0112	JARVIS	dft_3d_chipsff	104
AI	SinglePropertyPrediction	dft_3d_chipsff_c44	alignn2_radius	MAE	32.337	AtomGPTLab	dft_3d_chipsff	104
AI	SinglePropertyPrediction	dft_3d_chipsff_vol	alignn_ff	MAE	0.4171	JARVIS	dft_3d_chipsff	104
AI	SinglePropertyPrediction	dft_3d_chipsff_a	alignn_ff	MAE	0.0111	JARVIS	dft_3d_chipsff	104
AI	SinglePropertyPrediction	dft_3d_chipsff_vac_en	eqV2_31M_omat_mp_salex	MAE	0.357	JARVIS	dft_3d_chipsff	48
AI	SinglePropertyPrediction	dft_3d_chipsff_c	alignn_ff	MAE	0.0137	JARVIS	dft_3d_chipsff	104
AI	AgentTask	terminal_bench_core_0_1_1_task_resolved	tb_20251108_abacusai_desktop_multiple	ACC	0.6375	Terminal-Bench leaderboard (third-party submission)	terminal_bench_core_0_1_1	80
AI	MLFF	mlearnall_Li_stresses	mlearn_analysis_Li_eqV2_31M_omat_mp_salex	MULTIMAE	0.1904206900846113	JARVIS	mlearnall_Li	270
AI	MLFF	mlearnall_Li_forces	mlearn_analysis_Li_eqV2_153M_omat	MULTIMAE	0.0042284903650996585	JARVIS	mlearnall_Li	270
AI	MLFF	mlearnall_Cu_forces	mlearn_analysis_Cu_eqV2_86M_omat_mp_salex	MULTIMAE	0.004833650102845855	JARVIS	mlearnall_Cu	293
AI	MLFF	mlearnall_Cu_stresses	mlearn_analysis_Cu_eqV2_31M_omat	MULTIMAE	0.7554832245122134	JARVIS	mlearnall_Cu	293
AI	TextGen	arxiv_gen_text	ChatGPT_May23	ROUGE	0.3006	ChatGPT	arxiv_gen	490
AI	MLFF	mlearnall_Ge_stresses	mlearn_analysis_Ge_orb-v2	MULTIMAE	0.6689165250433147	JARVIS	mlearnall_Ge	253
AI	MLFF	mlearnall_Ge_forces	mlearn_analysis_Ge_eqV2_31M_omat_mp_salex	MULTIMAE	0.028217515461183444	JARVIS	mlearnall_Ge	253
AI	MLFF	mlearnall_Mo_stresses	mlearn_analysis_Mo_eqV2_31M_omat_mp_salex	MULTIMAE	1.4664864395630208	JARVIS	mlearnall_Mo	217
AI	MLFF	mlearnall_Mo_forces	mlearn_analysis_Mo_eqV2_86M_omat_mp_salex	MULTIMAE	0.047623466375061894	JARVIS	mlearnall_Mo	217
AI	SinglePropertyPrediction	ocp_all_relaxed_energy	alignn_model	MAE	0.5989	ALIGNN	ocp_all	510214
AI	AtomGen	dft_3d_Tc_supercon_a	cdvae_invatoms	MAE	0.4899	AtomGPT	dft_3d	1058
AI	AtomGen	dft_3d_Tc_supercon	flowmm_invatoms	RMSE	0.3211	AtomGPT	dft_3d	1058
AI	AtomGen	alex_supercon_Tc_a	cdvae_invatoms	MAE	0.3137	AtomGPT	alex_supercon	8253
AI	AtomGen	alex_supercon_Tc_beta	cdvae_invatoms	MAE	6.8199	AtomGPT	alex_supercon	8253
AI	AtomGen	dft_3d_Tc_supercon_beta	cdvae_invatoms	MAE	5.1137	AtomGPT	dft_3d	1058
AI	AtomGen	alex_supercon_Tc_gamma	cdvae_invatoms	MAE	6.4951	AtomGPT	alex_supercon	8253
AI	AtomGen	dft_3d_Tc_supercon_c	cdvae_invatoms	MAE	0.6394	AtomGPT	dft_3d	1058
AI	AtomGen	alex_supercon_Tc_c	cdvae_invatoms	MAE	0.3671	AtomGPT	alex_supercon	8253
AI	AtomGen	dft_3d_Tc_supercon_gamma	cdvae_invatoms	MAE	11.4844	AtomGPT	dft_3d	1058
AI	AtomGen	alex_supercon_Tc	flowmm_invatoms	RMSE	0.383	AtomGPT	alex_supercon	8253
AI	AtomGen	dft_3d_Tc_supercon_alpha	cdvae_invatoms	MAE	7.8458	AtomGPT	dft_3d	1058
AI	AtomGen	alex_supercon_Tc_b	cdvae_invatoms	MAE	0.2798	AtomGPT	alex_supercon	8253
AI	AtomGen	dft_3d_Tc_supercon_b	cdvae_invatoms	MAE	0.2919	AtomGPT	dft_3d	1058
AI	AtomGen	alex_supercon_Tc_alpha	cdvae_invatoms	MAE	8.1802	AtomGPT	alex_supercon	8253
AI	TextClass	mmlu_test_quiz	google_t5_xl	ACC	0.4887	ChemNLP	mmlu_test	14042
AI	TextClass	pubchem_categories	logisticreg_model_text_title_abstract	ACC	0.9674	ChemNLP	pubchem	44500
AI	TextClass	arXiv_categories	svc_model_text_title_abstract	ACC	0.9082	ChemNLP	arXiv	100994
AI	MLFF	mlearnall_Ni_forces	mlearn_analysis_Ni_eqV2_86M_omat_mp_salex	MULTIMAE	0.008671631296286566	JARVIS	mlearnall_Ni	294
AI	MLFF	mlearnall_Ni_stresses	mlearn_analysis_Ni_eqV2_31M_omat	MULTIMAE	1.101615214943961	JARVIS	mlearnall_Ni	294
AI	ImageClass	stem_2d_image_bravais_class	densenet_model	ACC	0.8304	JARVIS	stem_2d_image	9150
AI	SinglePropertyClass	bacdive_thermophilic	g2p_multitask	ACC	0.9928	JHU	bacdive	13210
AI	SinglePropertyClass	bacdive_clade_acidophilic	g2p_gbm	ACC	0.9787	JHU	bacdive_clade	2550
AI	SinglePropertyClass	bacdive_psychrophilic	g2p_gbm	ACC	0.9725	JHU	bacdive	13058
AI	SinglePropertyClass	bacdive_clade_motility	g2p_rf	ACC	0.9909	JHU	bacdive_clade	2276
AI	SinglePropertyClass	bacdive_clade_anaerobic	g2p_gbm	ACC	0.9804	JHU	bacdive_clade	8068
AI	SinglePropertyClass	bacdive_clade_gram_positive	g2p_rf	ACC	0.9726	JHU	bacdive_clade	4715
AI	SinglePropertyClass	bacdive_anaerobic	g2p_gbm	ACC	0.9778	JHU	bacdive	8068
AI	SinglePropertyClass	bacdive_clade_aerobic	g2p_gbm	ACC	0.9385	JHU	bacdive_clade	7781
AI	SinglePropertyClass	bacdive_aerobic	g2p_gbm	ACC	0.9113	JHU	bacdive	7781
AI	SinglePropertyClass	bacdive_clade_spore_forming	g2p_gbm	ACC	0.9284	JHU	bacdive_clade	3039
AI	SinglePropertyClass	bacdive_spore_forming	g2p_rf	ACC	0.9552	JHU	bacdive	3039
AI	SinglePropertyClass	bacdive_motility	g2p_gbm	ACC	0.9931	JHU	bacdive	2276
AI	SinglePropertyClass	bacdive_acidophilic	g2p_gbm	ACC	0.98	JHU	bacdive	2550
AI	SinglePropertyClass	bacdive_clade_thermophilic	g2p_multitask	ACC	0.989	JHU	bacdive_clade	13210
AI	SinglePropertyClass	bacdive_clade_psychrophilic	g2p_gbm	ACC	0.9756	JHU	bacdive_clade	13058
AI	SinglePropertyClass	bacdive_gram_positive	g2p_rf	ACC	0.9597	JHU	bacdive	4715
AI	SinglePropertyPrediction	ssub_formula_energy	ElemNet2_TL	MAE	0.0924	NorthWestern_University	ssub	1726
AI	SinglePropertyPrediction	supercon_chem_Tc	zim_boost	MAE	4.2619	yshrain	supercon_chem	16414
AI	SinglePropertyPrediction	mag2d_chem_magnetic_moment	ElemNet2_TL	MAE	0.2997	NorthWestern_University	mag2d_chem	226
AI	MLFF	alignn_ff_db_energy	alignnff_db_2026	MAE	0.0277	AtomGPTLab	alignn_ff_db	307111
AI	SinglePropertyPrediction	dft_3d_Tc_supercon_hydride_plus_bulk	alignn_hydride_supercon_plusbulk	MAE	7.9619	ALIGNN	dft_3d	1993
AI	SinglePropertyPrediction	megnet_gappbe	alignn_model	MAE	0.218	ALIGNN	megnet	69239
AI	SinglePropertyPrediction	dft_3d_Tc_supercon	alignn_2026_knn	MAE	1.4904	AtomGPTLab	dft_3d	616
AI	SinglePropertyPrediction	megnet_e_form	alignn_2026_radius	MAE	0.0211	AtomGPTLab	megnet	69239
AI	SinglePropertyPrediction	dft_3d_Tc_supercon_hydride	alignn2_knn	MAE	9.4249	AtomGPTLab	dft_3d	953
AI	MLFF	alignn_ff_db_forces	m3gnet_pretrained	MULTIMAE	0.08448789649784973	M3GNET	alignn_ff_db	307111
AI	SinglePropertyPrediction	halide_peroskites_PBE_decomp_energy	alignn2_knn	MAE	0.0273	AtomGPTLab	halide_peroskites	229
AI	Spectra	mbjdiel_dielectric	alignn2_knn	MULTIMAE	0.0005194313861386138	AtomGPTLab	mbjdiel	7056
AI	SinglePropertyPrediction	halide_peroskites_HSE_decomp_energy	alignn2_knn	MAE	0.0233	AtomGPTLab	halide_peroskites	229
AI	SinglePropertyPrediction	halide_peroskites_Ref_ind	alignn2_knn	MAE	0.0127	AtomGPTLab	halide_peroskites	229
AI	Spectra	irdb_ir	alignn2_knn	MULTIMAE	0.02303621202702703	AtomGPTLab	irdb	4805
AI	SinglePropertyPrediction	hmof_co2	alignn2_knn	MAE	0.4687	AtomGPTLab	hmof	137652
AI	SinglePropertyPrediction	c2db_gap	alignn2_knn	MAE	0.0802	AtomGPTLab	c2db	3520
AI	SinglePropertyPrediction	pdbbind_binding_affinity	baseline_mean	MAE	1.5136	AtomGPTLab	pdbbind	11889
AI	SinglePropertyPrediction	omdb_bandgap	alignn2_knn	MAE	0.2411	AtomGPTLab	omdb	12500
AI	SinglePropertyPrediction	polymer_genome_gga_gap	alignn2_knn	MAE	0.4806	AtomGPTLab	polymer_genome	1073
AI	SinglePropertyPrediction	snumat_Band_gap_HSE	alignn2_knn	MAE	0.3483	AtomGPTLab	snumat	10386
AI	SinglePropertyPrediction	twod_matpd_bandgap	alignn2_knn	MAE	0.366	AtomGPTLab	twod_matpd	6351
AI	SinglePropertyPrediction	halide_peroskites_PBE_gap	alignn2_knn	MAE	0.0867	AtomGPTLab	halide_peroskites	229
AI	SinglePropertyPrediction	halide_peroskites_HSE_gap	alignn2_knn	MAE	0.1383	AtomGPTLab	halide_peroskites	229
AI	SinglePropertyPrediction	mxene275_formation_energy	alignn2_knn	MAE	0.0343	AtomGPTLab	mxene275	274
AI	SinglePropertyPrediction	oqmd_ltc	alignn_2026_ltc_dgl	MAE	0.3705	AtomGPTLab	oqmd	4034
AI	SinglePropertyPrediction	ocp10k_relaxed_energy	alignn_model	MAE	0.7623	ALIGNN	ocp10k	59886
AI	MLFF	matpes_forces	alignnff_matpes	MULTIMAE	0.16203718255865385	AtomGPTLab	matpes	434712
AI	MLFF	matpes_energy	alignnff_matpes	MAE	0.047	AtomGPTLab	matpes	434712
AI	TokenClass	mat_scholar_ner_labels	transformers_xlnet	ACC	0.7481	ChemNLP	mat_scholar_ner	123267
AI	SinglePropertyPrediction	hmof_pld	matminer_xgboost	MAE	0.5728	UofT	hmof	137651
AI	SinglePropertyPrediction	hmof_void_fraction	alignn_model	MAE	0.0174	ALIGNN	hmof	137651
AI	SinglePropertyClass	dft_3d_magmom_oszicar	matminer_xgboost	ACC	0.9489	UofT	dft_3d	52210
AI	SinglePropertyClass	dft_3d_spillage	matminer_xgboost	ACC	0.8364	UofT	dft_3d	11375
AI	SinglePropertyPrediction	hmof_max_co2_adsp	matminer_xgboost	MAE	0.4622	UofT	hmof	137651
AI	SinglePropertyPrediction	hmof_surface_area_m2g	alignn_model	MAE	91.1502	ALIGNN	hmof	137651
AI	SinglePropertyPrediction	hmof_surface_area_m2cm3	matminer_xgboost	MAE	83.3575	UofT	hmof	137651
AI	SinglePropertyPrediction	hmof_lcd	matminer_xgboost	MAE	0.4585	UofT	hmof	137651
AI	SinglePropertyPrediction	hmof_min_co2_adsp	alignn_model	MAE	0.0383	ALIGNN	hmof	137651
AI	SinglePropertyPrediction	qmof_bandgap	alignn_model	MAE	0.2019	ALIGNN	qmof	20424
AI	SinglePropertyClass	dft_3d_mbj_bandgap	matminer_xgboost	ACC	0.9399	UofT	dft_3d	18167
AI	SinglePropertyClass	dft_3d_optb88vdw_bandgap	matminer_xgboost	ACC	0.9361	UofT	dft_3d	55713
AI	SinglePropertyClass	dft_3d_slme	matminer_rf	ACC	0.8422	UofT	dft_3d	9062
AI	SinglePropertyClass	dft_3d_p_Seebeck	matminer_xgboost	ACC	0.9332	UofT	dft_3d	23210
AI	SinglePropertyClass	dft_3d_n_powerfact	matminer_xgboost	ACC	0.8186	UofT	dft_3d	23210
AI	SinglePropertyPrediction	vacancydb_2D_ef	alignnff_pretrained_wt0.1	MAE	1.0018	JARVIS	vacancydb_2D	72
AI	SinglePropertyPrediction	vacancydb_elements_ef	alignnff_pretrained_wt0.1	MAE	1.1992	JARVIS	vacancydb_elements	74
AI	SinglePropertyPrediction	vacancydb_oxides_ef	alignnff_pretrained_wt0.1	MAE	0.6091	JARVIS	vacancydb_oxides	65
AI	SinglePropertyPrediction	vacancydb_ef	alignnff_pretrained_wt0.1	MAE	0.8739	JARVIS	vacancydb	530
AI	TextSummary	arxiv_summary_text	transformers_t5_base	ROUGE	0.2602	ChemNLP	arxiv_summary	87148
AI	SinglePropertyPrediction	qm9_std_jctc_H	alignn_model	MAE	0.014	ALIGNN	qm9_std_jctc	130829
AI	Spectra	edos_pdos_ph_dos	alignn_model	MULTIMAE	0.05772635693310998	ALIGNN	edos_pdos	14243
AI	SinglePropertyPrediction	ocp100k_relaxed_energy	alignn_model	MAE	0.6289	ALIGNN	ocp100k	149886
AI	SinglePropertyPrediction	qm9_std_jctc_U	alignn_model	MAE	0.0138	ALIGNN	qm9_std_jctc	130829
AI	SinglePropertyPrediction	qm9_std_jctc_mu	alignn_model	MAE	0.0248	ALIGNN	qm9_std_jctc	130829
AI	SinglePropertyPrediction	qm9_std_jctc_R2	alignn_model	MAE	0.6523	ALIGNN	qm9_std_jctc	130829
AI	SinglePropertyPrediction	qm9_std_jctc_G	alignn_model	MAE	0.0133	ALIGNN	qm9_std_jctc	130829
AI	SinglePropertyPrediction	qm9_std_jctc_Cv	alignn_model	MAE	0.0239	ALIGNN	qm9_std_jctc	130829
AI	SinglePropertyPrediction	qm9_std_jctc_LUMO	alignn_model	MAE	0.0175	ALIGNN	qm9_std_jctc	130829
AI	SinglePropertyPrediction	qm9_std_jctc_U0	alignn_model	MAE	0.0146	ALIGNN	qm9_std_jctc	130829
AI	SinglePropertyPrediction	qm9_std_jctc_alpha	alignn_model	MAE	0.0557	ALIGNN	qm9_std_jctc	130829
AI	SinglePropertyPrediction	qm9_std_jctc_gap	alignn_model	MAE	0.0345	ALIGNN	qm9_std_jctc	130829
AI	SinglePropertyPrediction	qm9_std_jctc_HOMO	alignn_model	MAE	0.0187	ALIGNN	qm9_std_jctc	130829
AI	SinglePropertyPrediction	qm9_std_jctc_ZPVE	alignn_model	MAE	0.0019	ALIGNN	qm9_std_jctc	130829
AI	SinglePropertyPrediction	vacancydb_oxides_train_test_ef	crystal_feature_model	MAE	0.7	Crystal_Features	vacancydb_oxides_train_test	30
AI	TextClass	mmlu_test_quiz	gpt_oss_120b	ACC	0.0	AtomGPTLab	mmlu	14042
AI	MLFF	mptrj_energy	alignn2_radius	MAE	0.051	AtomGPTLab	mptrj	76485
AI	MLFF	mptrj_forces	alignn2_radius	MULTIMAE	0.11178462060217215	AtomGPTLab	mptrj	76485
AI	MLFF	matpes_stresses	alignn2_radius	MULTIMAE	17.485322176393822	AtomGPTLab	matpes	434712