Report Generation on CT-RATE (val)
50.2BLEU-1CT-Agent
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| CT-Agent2026.03 | 50.2 | 42 | 42.3 | 47.7 | 23.1 | 49 | 42.5 | — | |
| CT-CHATParams=70B2026.03 | 49.8 | 18.4 | 45 | 15.8 | — | 58.1 | 31.1 | 7.429 | |
| AdaRAG-CTParams=70B2026.03 | 49.7 | 42.6 | 48.3 | 41.3 | 25 | 36.1 | 23.2 | 7.53 | |
| AdaRAG-CTParams=8B2026.03 | 49.6 | 48 | 50.2 | 52 | 24.2 | 35.4 | 24.6 | 7.75 | |
| CT-CHATParams=8B2026.03 | 49.4 | — | — | — | — | 58.4 | 31.1 | 7.44 | |
| Ours (base)Params=8B2026.03 | 46.3 | 45.5 | 47.4 | 46.9 | 20.5 | 31.5 | 20.6 | 7.3 | |
| Ours (base)Params=70B2026.03 | 44.9 | 40.5 | 46.8 | 37.3 | 21.3 | 33.4 | 20.8 | 7.1 | |
| SAMFParams=3.8B2026.03 | 44 | — | — | — | 26.1 | 41.7 | 41.7 | 7.165 | |
| BTB3DParams=8B2026.03 | 43.9 | 25.8 | 26 | 26 | 21.3 | — | 22.3 | — | |
| CT2Rep2026.03 | 37.2 | 16 | 43.5 | 12.8 | 21.3 | — | 19.7 | — | |
| MerlinParams=7B2026.03 | 23.1 | 16 | 29.5 | 11.2 | 9.9 | — | 14.8 | — |