Multiple-choice Egocentric Question Answering on EgoCross CloseQA v1.0 (test)
74.32Animal AccuracyOmniEgo-R2
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| OmniEgo-R2Group=Challenge Submissions, Track=Source-Limited2026.05 | 74.32 | 54.47 | 81.22 | 58.66 | 66.35 | |
| OmniEgo-R2Group=Challenge Submissions, Track=Open-Source2026.05 | 74.32 | 54.47 | 82.86 | 58.66 | 66.77 | |
| Gemini 2.5 ProGroup=Proprietary MLLMs2026.05 | 68.85 | 43.9 | 37.55 | 61.48 | 52.95 | |
| GPT-4.1Group=Proprietary MLLMs2026.05 | 64.48 | 43.09 | 45.71 | 57.24 | 52.63 | |
| Qwen2.5-VL-7BGroup=Open-source MLLMs2026.05 | 53.55 | 41.87 | 37.55 | 46.29 | 44.82 | |
| VideoLLaMA3-7BGroup=Open-source MLLMs2026.05 | 50.27 | 37.8 | 40.82 | 39.22 | 42.03 | |
| InternVL3-8BGroup=Open-source MLLMs2026.05 | 49.18 | 41.06 | 33.06 | 47 | 42.58 | |
| Qwen2.5-VL-3BGroup=Open-source MLLMs2026.05 | 41.53 | 36.59 | 36.33 | 35.69 | 37.54 | |
| EgoGPTGroup=Egocentric MLLMs2026.05 | 41.53 | 24.8 | 24.49 | 31.8 | 30.66 | |
| EgoVLPv2Group=Egocentric MLLMs2026.05 | 24.04 | 23.17 | 34.69 | 26.5 | 27.1 |