Referring Expression Grounding on D-Negation (test)
84.1mAPAPE-D
Evaluation Results
| Method | Links | |
|---|---|---|
| APE-DTraining configuration=+Ours2026.03 | 84.1 | |
| APE-BTraining configuration=+Ours2026.03 | 83.7 | |
| APE-CTraining configuration=+Ours2026.03 | 82.8 | |
| APE-BTraining configuration=Original2026.03 | 80.5 | |
| APE-DTraining configuration=+Flickr30k2026.03 | 80.2 | |
| APE-CTraining configuration=+Flickr30k2026.03 | 80.1 | |
| APE-ATraining configuration=+Ours2026.03 | 78.9 | |
| APE-BTraining configuration=+Flickr30k2026.03 | 78.9 | |
| APE-DTraining configuration=Original2026.03 | 78.9 | |
| APE-CTraining configuration=Original2026.03 | 78.6 | |
| Grounding-DINO-FullTraining configuration=+Ours2026.03 | 77 | |
| APE-ATraining configuration=Original2026.03 | 76.8 | |
| Grounding-DINO-BaseTraining configuration=+Ours2026.03 | 75.3 | |
| APE-ATraining configuration=+Flickr30k2026.03 | 75 | |
| Grounding-DINO-FullTraining configuration=Original2026.03 | 74.2 | |
| Grounding-DINO-FullTraining configuration=+Flickr30k2026.03 | 74 | |
| Grounding-DINO-BaseTraining configuration=+Flickr30k2026.03 | 72.6 | |
| Grounding-DINO-BaseTraining configuration=Original2026.03 | 71.1 |