Region Captioning on VideoRefer-D (test)
3.68Average ScoreDAM
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DAMSize=8B2025.12 | 3.68 | 4.69 | 3.61 | 3.34 | 3.09 | |
| UFVideoSize=7B2025.12 | 3.61 | 4.56 | 3.4 | 3.35 | 3.15 | |
| UniPixelSize=7B2025.12 | 3.48 | 4.48 | 3.34 | 3.03 | 3.07 | |
| VideoReferSize=7B2025.12 | 3.46 | 4.44 | 3.27 | 3.1 | 3.04 | |
| GPT-4o2025.12 | 3.25 | 4.15 | 3.31 | 3.11 | 2.43 | |
| InternVL2Size=26B2025.12 | 3.2 | 4.08 | 3.35 | 3.08 | 2.28 | |
| PAMSize=3B2025.12 | 3.14 | 3.92 | 2.84 | 2.88 | 2.94 | |
| GPT-4oZero-shot=true, Setting=Single-frame2026.01 | 2.95 | 3.34 | 2.96 | 3.01 | 2.5 | |
| Qwen3VL-SAMTokSize=4B, Zero-shot=true, Setting=Single-frame2026.01 | 2.88 | 4.48 | 3.14 | 1.28 | 2.65 | |
| Qwen2-VLSize=7B2025.12 | 2.55 | 3.3 | 2.54 | 2.22 | 2.12 | |
| OspreySize=7B2025.12 | 2.41 | 3.3 | 2.66 | 2.1 | 1.58 | |
| OspreySize=7B, Zero-shot=true, Setting=Single-frame2026.01 | 2.34 | 3.19 | 2.16 | 1.54 | 2.45 | |
| ArtemisSize=7B2025.12 | 2.26 | 3.42 | 1.34 | 1.39 | 2.9 | |
| FerretSize=7B2025.12 | 2.23 | 3.2 | 2.38 | 1.97 | 1.38 | |
| FerretSize=7B, Zero-shot=true, Setting=Single-frame2026.01 | 2.18 | 3.08 | 2.01 | 1.54 | 2.14 | |
| ElysiumSize=7B, Zero-shot=true, Setting=Single-frame2026.01 | 1.57 | 2.35 | 0.3 | 0.02 | 3.59 |