| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Sequence modeling Context Length 4096 (test) | PGM 8/8 | Throughput (TP)8,203.82 | 12 | 1mo ago | |
| Pfam Defensin_beta family | KL Divergence (AA)0.02 | 5 | 1mo ago | ||
| Pfam Pkinase family | stochastic attention | KL Divergence (AA)0.035 | 5 | 1mo ago | |
| Pfam PDZ family | stochastic attention | KL Divergence (AA)0.038 | 5 | 1mo ago | |
| Pfam zf-C2H2 family | KL Divergence (AA)0.007 | 5 | 1mo ago | ||
| Pfam Kunitz family | stochastic attention | KL Divergence (AA)0.013 | 5 | 1mo ago | |
| Pfam WW family | stochastic attention | KL Divergence (AA)0.008 | 5 | 1mo ago | |
| Pfam SH3 family | KL Divergence (AA)0.03 | 5 | 1mo ago | ||
| Pfam RRM family | stochastic attention | KL Divergence (AA)0.06 | 5 | 1mo ago | |
| Synthetic Data Oracle LSTM (test) | SeqGAN | NLL8.736 | 5 | 1mo ago | |
| HighD | GA_Seqgan | NLL11.451 | 4 | 25d ago | |
| IQ dataset | Complex Transformer | Cross Entropy Loss2.2335 | 3 | 1mo ago | |
| MusicNet (test) | Complex Transformer | BCE Loss0.0492 | 3 | 1mo ago | |
| TCR (val) | Diversity26 | 1 | 1mo ago |
