Intention recognition on IntentQA (test)
84.1CW AccuracyIntentVLM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| IntentVLM2026.04 | 84.1 | 88.6 | 83.95 | 85.15 | |
| Human2026.04 | 77.76 | 80.22 | 79.05 | 78.49 | |
| VideoQAText Rep.=BERT2026.04 | 58.4 | 65.46 | 50.48 | 57.64 | |
| VideoQA w/o GPTText Rep.=BERT2026.04 | 55.28 | 61.56 | 47.81 | 54.5 | |
| Blind GPT2026.04 | 52.16 | 61.28 | 43.43 | 51.55 | |
| VGTText Rep.=BERT2026.04 | 51.44 | 55.99 | 47.62 | 51.27 | |
| HQGAText Rep.=BERT2026.04 | 48.24 | 54.32 | 41.71 | 47.66 | |
| CoMemText Rep.=BERT2026.04 | 47.68 | 54.87 | 39.05 | 46.77 | |
| HMEText Rep.=BERT2026.04 | 46.08 | 54.32 | 40.76 | 46.16 | |
| HGAText Rep.=BERT2026.04 | 44.88 | 50.97 | 39.62 | 44.61 | |
| HMEText Rep.=GloVe2026.04 | 34.4 | 34.26 | 29.14 | 33.08 | |
| HQGAText Rep.=GloVe2026.04 | 33.2 | 34.26 | 36.57 | 34.21 | |
| HGAText Rep.=GloVe2026.04 | 32 | 30.64 | 31.05 | 31.54 | |
| CoMemText Rep.=GloVe2026.04 | 30 | 28.69 | 28.95 | 29.52 | |
| EVQAText Rep.=GloVe2026.04 | 25.92 | 34.54 | 25.52 | 27.27 |