Video Question Answering on EgoTempo
32.1AccuracyGPT-5.2
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GPT-5.22026.05 | 32.1 | 51.4 | 62.4 | |
| TaskMem2026.05 | 27.6 | 43.7 | 63.2 | |
| Gemini-2.5-Pro2026.05 | 25.8 | 42.3 | 61 | |
| Qwen3-VL-30B-A3B2026.05 | 22.3 | 38.9 | 57.2 | |
| EgoAVU (LoRA)Fine-tuning Strategy=LoRA2026.02 | 20.83 | — | — | |
| EgoAVU (Full)Fine-tuning Strategy=Full2026.02 | 20.21 | — | — | |
| Gemini-1.5-Pro2026.05 | 19.7 | 34.3 | 57.4 | |
| Qwen2.5-Omni2026.02 | 16.25 | — | — | |
| M3-Agent2026.05 | 16 | 36.3 | 44.2 | |
| HippoMM2026.05 | 15.8 | 30.8 | 51.1 | |
| EgoGPT2026.05 | 15 | 33.5 | 44.9 |