Force Prediction

Benchmarks

Dataset Name	SOTA Method	Metric
MD17 (test)	SliDe	Aspirin Force Error0.174	30	1mo ago
MD17 revised (test)	LEFTNet	Force MAE (Aspirin)6.4	19	1mo ago
MD17	SubGDiff	Force Error (Aspirin)0.88	15	1mo ago
MD17 Salicylic acid		MAE (kcal/mol/Å)0.03	15	1mo ago
MD17 Malonaldehyde	PhysNet-ens5	MAE (kcal/mol/Å)0.03	15	1mo ago
MD17 Uracil		MAE (kcal/mol/Å)0.03	12	1mo ago
MD17 Toluene	PhysNet	MAE (kcal/mol/Å)0.03	12	1mo ago
MD17 Naphthalene		MAE (kcal/mol/Å)0.03	12	1mo ago
MD17 Aspirin	2F-Dis.	MAE (kcal/mol/Å)0.1515	11	1mo ago
ToucHD Bench GelSight Mini 1.0 (test)	AnyTouch 2	RMSE1,051.03	8	1mo ago
ToucHD Bench DIGIT 1.0 (test)	AnyTouch 2	RMSE894.32	8	1mo ago
Sparsh Bench GelSight Mini 1.0 (test)	AnyTouch 2	RMSE202.14	8	1mo ago
Sparsh Bench DIGIT 1.0 (test)	AnyTouch 2	RMSE624.26	8	1mo ago
MD17 Ethanol	FCHL19	MAE (kcal/mol/Å)0.136	8	1mo ago
PP Polypropylene (test)	trimmed SchNet	EMARE (C)6.38	6	17d ago
PE (Polyethylene) (test)	trimmed SchNet	EMARE (C)5.59	6	17d ago
Na8/9Cl8+ (test)	MLANet	Force RMSE (eV/Å)0.012	4	24d ago
C10H2 C10H3+ (test)	ReaxNet	Force RMSE (eV/Å)0.023	4	24d ago
MD17 Benzene	PhysNet-ens5	MAE (kcal/mol/Å)0.14	4	1mo ago
PVC (Polyvinyl chloride) (test)	trimmed SchNet	EMARE (Carbon)3.42	3	17d ago
Ag3+/- (test)	ReaxNet	Force RMSE (eV/Å)0.005	3	24d ago
MD17 uracil Revised	Allegro	MAE0.0415	3	1mo ago
MD17 toluene Revised	2F-Dis.	MAE0.0284	3	1mo ago
MD17 paracet. Revised	MACE	MAE0.1107	3	1mo ago
MD17 napthal Revised	Allegro	MAE0.0208	3	1mo ago

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