Retrieval on ATIR A→T (test)
84.69R@1ATIR-Qwen-3B
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ATIR-Qwen-3BSetting=Interleaved2026.04 | 84.69 | 89.27 | |
| ATIR-Qwen-3BSetting=Interleaved2026.04 | 81.74 | 87.88 | |
| ColQwen-Omni-3BSetting=Fused2026.04 | 79.69 | 85.46 | |
| Qwen3-Embedding-4BSetting=Text2026.04 | 76.64 | 84.03 | |
| Omni-Embed-Nemotron-3BSetting=Fused, Note=Finetuned2026.04 | 75.47 | 81.02 | |
| Omni-Embed-Nemotron-3BSetting=Fused, Note=Finetuned2026.04 | 73.28 | 81.56 | |
| ColQwen-Omni-3BSetting=Fused2026.04 | 69.85 | 78.89 | |
| Qwen3-Embedding-4BSetting=Text2026.04 | 69.24 | 76.37 | |
| E5-largeSetting=Text2026.04 | 66.44 | 73.04 | |
| E5-largeSetting=Text2026.04 | 66.2 | 74.83 | |
| BGE-largeSetting=Text2026.04 | 65.33 | 74.16 | |
| BGE-largeSetting=Text2026.04 | 61.36 | 69.57 | |
| M2D-CLAPSetting=Cross2026.04 | 34.42 | 49.79 | |
| M2D-CLAPSetting=Cross2026.04 | 22.53 | 30.58 | |
| CLAPSetting=Cross2026.04 | 20.87 | 31.64 | |
| LAION-CLAPSetting=Cross2026.04 | 16.04 | 26.07 | |
| CLAPSetting=Cross2026.04 | 12.45 | 19.63 | |
| LAION-CLAPSetting=Cross2026.04 | 9.81 | 14.52 |