PROBE Binding Affinity

PROBE protein-protein binding affinity estimation benchmark, reporting mean squared error for representation methods with available affinity evaluations.

17rows
affinity_mseprimary metric
2026-05-06sampled

Metadata

Metrics

affinity mse (lower is better)

Latest Results

Rank Subject affinity mse Model Match Provenance Sampled
1 ProtALBERT 0.42 Imported 2026-05-06
2 ProtXLNet 0.53 Imported 2026-05-06
3 ProtBERT-BFD 0.57 Imported 2026-05-06
4 ProtT5-XL 0.60 Imported 2026-05-06
5 HMMER 0.64 Imported 2026-05-06
6 SeqVec 0.65 Imported 2026-05-06
7 MSA-Transformer 0.69 Imported 2026-05-06
8 CPCProt 0.73 Imported 2026-05-06
9 UniRep 0.73 Imported 2026-05-06
10 BLAST 0.77 Imported 2026-05-06
11 PFAM 0.79 Imported 2026-05-06
12 K-Sep 0.97 Imported 2026-05-06
13 ProtVec 1.13 Imported 2026-05-06
14 Learned-Vec 1.18 Imported 2026-05-06
15 APAAC 1.79 Imported 2026-05-06
16 AAC 1.85 Imported 2026-05-06
17 TAPE-BERT-PFAM 2.35 Imported 2026-05-06