Unbiased Scene Graph Generation On Visual
Métriques
F@100
mR@20
ng-mR@20
Résultats
Résultats de performance de divers modèles sur ce benchmark
Tableau comparatif
| Nom du modèle | F@100 | mR@20 | ng-mR@20 |
|---|---|---|---|
| recovering-the-unbiased-scene-graphs-from-the | 37.6 | 22.1 | 30.0 |
| cogtree-cognition-tree-loss-for-unbiased | - | 7.8 | - |
| cogtree-cognition-tree-loss-for-unbiased | 32.4 | 20.9 | - |
| unbiased-scene-graph-generation-from-biased | 19.9 | 9.9 | 10.7 |
| recovering-the-unbiased-scene-graphs-from-the | 18.1 | 8.6 | 11.8 |
| recovering-the-unbiased-scene-graphs-from-the | 21.5 | 12.8 | 17.6 |
| cogtree-cognition-tree-loss-for-unbiased | - | 7.9 | - |
| recovering-the-unbiased-scene-graphs-from-the | 36.0 | 20.8 | 29.1 |
| fine-grained-scene-graph-generation-with-data | 44.1 | 28.9 | 36.0 |
| pcpl-predicate-correlation-perception | 17.8 | 8.1 | 9.9 |
| recovering-the-unbiased-scene-graphs-from-the | - | 15.8 | 21.6 |
| pcpl-predicate-correlation-perception | 23.2 | 12.7 | 17.2 |
| recovering-the-unbiased-scene-graphs-from-the | 18.8 | 8.6 | 11.7 |
| unbiased-scene-graph-generation-from-biased | 18.6 | 11.2 | 12.4 |
| cogtree-cognition-tree-loss-for-unbiased | - | 12.1 | - |
| unbiased-scene-graph-generation-from-biased | 13.2 | 9.7 | 7.4 |
| pcpl-predicate-correlation-perception | 18.0 | 8.0 | 9.8 |
| cogtree-cognition-tree-loss-for-unbiased | 35.9 | 22.0 | - |
| pcpl-predicate-correlation-perception | 34.6 | 18.7 | 25.1 |
| stacked-hybrid-attention-and-group | - | 35.6 | - |
| unbiased-scene-graph-generation-from-biased | 15.1 | 6.8 | 7.8 |
| semantic-diversity-aware-prototype-based | 25.2 | 14.1 | 18.5 |
| unbiased-scene-graph-generation-from-biased | 36.9 | 19.2 | 20.9 |
| pcpl-predicate-correlation-perception | 35.7 | 19.3 | 25.6 |
| fine-grained-scene-graph-generation-with-data | 21.7 | 10.9 | 13.4 |
| unbiased-scene-graph-generation-from-biased | 37.2 | 17.4 | 18.7 |
| semantic-diversity-aware-prototype-based | 20.2 | 9.4 | 10.0 |
| pcpl-predicate-correlation-perception | 18.8 | 9.9 | 13.1 |
| fine-grained-scene-graph-generation-with-data | 26.0 | 17.5 | 21.8 |
| cogtree-cognition-tree-loss-for-unbiased | - | 15.4 | - |
| semantic-diversity-aware-prototype-based | 44.9 | 26.2 | 31.3 |