Video Generation on V-RAGBench
35.7Pass Rate (Qwen3-VL-8B)CARVE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CARVECategory=Chunk-Level2026.06 | 35.7 | 36.7 | 32 | |
| VideoRAG-BCategory=Query-Level2026.06 | 31.5 | 31.7 | 24 | |
| UniversalRAGCategory=Query-Level2026.06 | 29.3 | 24.7 | 25.7 | |
| GMECategory=System-Level2026.06 | 26 | 28.7 | 21.5 | |
| VideoRAG-ACategory=System-Level2026.06 | 25 | 31.7 | 30.7 | |
| UniversalRAG-LoRACategory=Query-Level2026.06 | 23.7 | 27 | 22 | |
| FreeretCategory=System-Level2026.06 | 22.5 | 20 | 16 | |
| DATCategory=Query-Level2026.06 | 22.3 | 14.7 | 20 | |
| RRFCategory=Query-Level2026.06 | 18 | 13 | 18.7 | |
| GQRCategory=System-Level2026.06 | 16.7 | 11 | 15.3 |