Narrative Grounding on CIN
41.71Noun Phrases ScorePA-MCR
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PA-MCRText Encoder=63M-parameter Transformer, Image Encoder=ViT-B/322026.06 | 41.71 | 49.68 | 42.4 | |
| QWen2.5-VLEvaluation=Zero-shot2026.06 | 40.94 | 46.42 | 41.41 | |
| SA-MCRTrained on CIN dataset=true, Supervision=Supervised2026.06 | 36.84 | 32.14 | 35.72 | |
| Semi-MCRTrained on CIN dataset=true, Supervision=Semi-supervised2026.06 | 32.58 | 28.45 | 31.71 | |
| VR-CLIPEvaluation=Zero-shot2026.06 | 32.26 | 22.83 | 31.44 | |
| WS-MCRTrained on CIN dataset=true, Supervision=Weakly supervised2026.06 | 30.27 | 25.96 | 29.36 | |
| MAFTrained on CIN dataset=true, Supervision=Weakly supervised2026.06 | 21.6 | 18.31 | 20.91 | |
| CLIPEvaluation=Zero-shot2026.06 | 17.13 | 0.06 | 16.14 |