Document Ordering 6–10 pages (test)
0.899Kendall's TauSpecialized PR (Direct)
Evaluation Results
| Method | Links | |
|---|---|---|
| Specialized PR (Direct)Params=~2.6B2026.02 | 0.899 | |
| Specialized PR (Curriculum)Params=~2.6B2026.02 | 0.882 | |
| Pairwise RankingParams=531M2026.02 | 0.86 | |
| seq2seq (learned)Params=45M2026.02 | 0.787 | |
| seq2seq (no position)Params=45M2026.02 | 0.77 | |
| seq2seq (sinusoidal)Params=45M2026.02 | 0.763 | |
| Pointer LSTMParams=9.5M2026.02 | 0.703 | |
| Pointer MLPParams=3.1M2026.02 | 0.682 | |
| BiLSTM PositionParams=3.7M2026.02 | 0.667 | |
| TSP NNParams=02026.02 | 0.147 | |
| Greedy NNParams=02026.02 | 0.091 | |
| RandomParams=02026.02 | 0.002 |