MISATO
Benchmarks
TaskDatasetSOTA resultTrendResults
MISATO (structure split)
0.113R2
20
MISATO (structure)
88.2Top-1 Accuracy
20
MISATO @512 (test)
0.139LPIPS
17
MISATO
0.142LPIPS
13
MISATO structure P=8 frames (CATH-H clustered)
0.55RMSF Spearman Correlation
11
MISATO sequence (UniProt-clustered) P=8 frames
0.532RMSF Spearman Correlation
11
MISATO EC depth-2 (sequence split)
77.6Top-1 Accuracy
10
MISATO (random split)
90.3Top-1 Accuracy
10
MISATO (sequence split)
0.466R^2
10
MISATO GO top-50 (structure)
70.4Top-1 Accuracy
10
MISATO (structure split)
70.4Top-1 Accuracy
10
MISATO EC depth-1 (sequence split)
86.8Top-1 Acc
10
MISATO (structure)
73.8Top-1 Accuracy
10
MISATO (random)
0.557R^2
10
MISATO (random)
0.861AUROC
10
MISATO EC depth-1 (random)
92.9Top-1 Accuracy
10
MISATO (structure)
72.4Top-1 Accuracy
10
MISATO (sequence split)
72Top-1 Accuracy
10
MISATO EC depth-3 (random split)
88.7Top-1 Accuracy
10
MISATO (structure)
0.75AUROC
10
MISATO GO top-50 (random split)
90Top-1 Accuracy
10
MISATO User Study 1.0 (test)
39.43UOM
9
MISATO 512 resolution
675VLM Judgment
5
MISATO@1K (test)
0.156LPIPS
4
MISATO (test)
0.133EMD (Ligand)
3