Document Ordering on Document Ordering 21–25 pages (test)
0.38Kendall's TauSpecialized PR (Direct)
Evaluation Results
| Method | Links | |
|---|---|---|
| Specialized PR (Direct)Params=~2.6B2026.02 | 0.38 | |
| Pointer MLPParams=3.1M2026.02 | 0.371 | |
| Pointer LSTMParams=9.5M2026.02 | 0.362 | |
| BiLSTM PositionParams=3.7M2026.02 | 0.318 | |
| Specialized PR (Curriculum)Params=~2.6B2026.02 | 0.233 | |
| Pairwise RankingParams=531M2026.02 | 0.175 | |
| seq2seq (sinusoidal)Params=45M2026.02 | 0.061 | |
| Greedy NNParams=02026.02 | 0.033 | |
| seq2seq (no position)Params=45M2026.02 | 0.026 | |
| TSP NNParams=02026.02 | 0.022 | |
| seq2seq (learned)Params=45M2026.02 | 0.014 | |
| RandomParams=02026.02 | 0.001 |