Document Ordering on Document Ordering 11–15 pages (test)
0.722Kendall's tauSpecialized PR (Direct)
Evaluation results
| Method | Links | |
|---|---|---|
| Specialized PR (Direct)Params=~2.6B2026.02 | 0.722 | |
| Specialized PR (Curriculum)Params=~2.6B2026.02 | 0.662 | |
| Pointer LSTMParams=9.5M2026.02 | 0.572 | |
| Pointer MLPParams=3.1M2026.02 | 0.551 | |
| Pairwise RankingParams=531M2026.02 | 0.509 | |
| BiLSTM PositionParams=3.7M2026.02 | 0.503 | |
| seq2seq (sinusoidal)Params=45M2026.02 | 0.396 | |
| seq2seq (no position)Params=45M2026.02 | 0.369 | |
| seq2seq (learned)Params=45M2026.02 | 0.343 | |
| TSP NNParams=02026.02 | 0.111 | |
| Greedy NNParams=02026.02 | 0.062 | |
| RandomParams=02026.02 | -0.001 |