Document Ordering on Document Ordering 16–20 pages (test)
0.515Kendall's TauSpecialized PR (Direct)
Evaluation Results
| Method | Links | |
|---|---|---|
| Specialized PR (Direct)Params=~2.6B2026.02 | 0.515 | |
| Pointer LSTMParams=9.5M2026.02 | 0.461 | |
| Pointer MLPParams=3.1M2026.02 | 0.448 | |
| BiLSTM PositionParams=3.7M2026.02 | 0.402 | |
| Specialized PR (Curriculum)Params=~2.6B2026.02 | 0.379 | |
| Pairwise RankingParams=531M2026.02 | 0.3 | |
| seq2seq (sinusoidal)Params=45M2026.02 | 0.197 | |
| seq2seq (learned)Params=45M2026.02 | 0.094 | |
| TSP NNParams=02026.02 | 0.093 | |
| seq2seq (no position)Params=45M2026.02 | 0.051 | |
| Greedy NNParams=02026.02 | 0.045 | |
| RandomParams=02026.02 | 0.003 |