Information Retrieval on BRIGHT & BEIR Summary
68.5Average NDCG@10DCI-Agent-CC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DCI-Agent-CCBackbone=Sonnet 4.62026.05 | 68.5 | 21.5 | — | |
| DCI-Agent-LiteBackbone=GPT-5.4 nano2026.05 | 56.7 | 9.7 | — | |
| ReasonRank-32BModel Size=32B2026.05 | 47 | — | — | |
| Rank1-32BModel Size=32B2026.05 | 43.7 | 3.3 | — | |
| GTE-Qwen2-7B-InstructBackbone=Qwen2, Model Size=7B2026.05 | 39.3 | 7.7 | — | |
| Rank-R1-14BModel Size=14B2026.05 | 36.2 | 10.8 | — | |
| OpenAI-text-emb-3-large2026.05 | 33.1 | 13.9 | — | |
| BM252026.05 | 20.3 | 26.7 | — |