Document Ordering on Document Ordering 2–5 pages (test)
0.953Kendall's TauSpecialized PR (Direct)
Evaluation results
| Method | Links | |
|---|---|---|
| Specialized PR (Direct)Params=~2.6B2026.02 | 0.953 | |
| Pairwise RankingParams=531M2026.02 | 0.922 | |
| seq2seq (learned)Params=45M2026.02 | 0.918 | |
| Specialized PR (Curriculum)Params=~2.6B2026.02 | 0.915 | |
| seq2seq (sinusoidal)Params=45M2026.02 | 0.893 | |
| Pointer LSTMParams=9.5M2026.02 | 0.889 | |
| seq2seq (no position)Params=45M2026.02 | 0.877 | |
| BiLSTM PositionParams=3.7M2026.02 | 0.859 | |
| Pointer MLPParams=3.1M2026.02 | 0.847 | |
| Greedy NNParams=02026.02 | 0.168 | |
| TSP NNParams=02026.02 | 0.113 | |
| RandomParams=02026.02 | 0.007 |