Video Retrieval on MM-AU 38 (test)
40.5MRRSTRIVE-D
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| STRIVE-DType=Neuro-sym., Reranking pool size K'=202026.06 | 40.5 | 9.5 | 26.5 | 53.1 | 59.2 | 65.3 | |
| QWen3-vl-8BType=Embedding, Year=2026, Reranking pool size K'=202026.06 | 32.7 | 6.3 | 20.4 | 38.8 | 55.1 | 61.2 | |
| QWen3-vl-2BType=Embedding, Year=2026, Reranking pool size K'=202026.06 | 26.9 | 6 | 18.4 | 30.6 | 42.9 | 49 | |
| VideoRAGType=RAG, Year=2025, Reranking pool size K'=202026.06 | 22.9 | 6 | 18.4 | 24.5 | 24.5 | 36.7 | |
| NSVS-TLType=Neuro-sym., Year=2024, Reranking pool size K'=202026.06 | 18 | 2.8 | 6.1 | 20.4 | 36.7 | 53.1 | |
| SigLip2Type=Embedding, Year=2025, Reranking pool size K'=202026.06 | 17.8 | 6.1 | 8.2 | 22.5 | 26.5 | 40.8 | |
| SigLipType=Embedding, Year=2023, Reranking pool size K'=202026.06 | 16.1 | 4.3 | 6.1 | 24.5 | 30.6 | 38.8 |