Metric: ng-mR@20 (higher is better)
| # | Model↕ | ng-mR@20▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | IETrans (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode) | 36 | No | Fine-Grained Scene Graph Generation with Data Tr... | 2022-03-22 | Code |
| 2 | DPL (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode) | 31.3 | No | Semantic Diversity-aware Prototype-based Learnin... | 2024-07-22 | Code |
| 3 | DLFE (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode) | 30 | No | Recovering the Unbiased Scene Graphs from the Bi... | 2021-07-05 | Code |
| 4 | DLFE (VCTree-ResNeXt-101-FPN backbone; PredCls mode) | 29.1 | No | Recovering the Unbiased Scene Graphs from the Bi... | 2021-07-05 | Code |
| 5 | PCPL (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode) | 25.6 | No | PCPL: Predicate-Correlation Perception Learning ... | 2020-09-02 | Code |
| 6 | PCPL (VCTree-ResNeXt-101-FPN backbone; PredCls mode) | 25.1 | No | PCPL: Predicate-Correlation Perception Learning ... | 2020-09-02 | Code |
| 7 | IETrans (MOTIFS-ResNeXt-101-FPN backbone; SGCls mode) | 21.8 | No | Fine-Grained Scene Graph Generation with Data Tr... | 2022-03-22 | Code |
| 8 | DLFE (VCTree-ResNeXt-101-FPN backbone; SGCls mode) | 21.6 | No | Recovering the Unbiased Scene Graphs from the Bi... | 2021-07-05 | Code |
| 9 | TDE (VCTree-ResNeXt-101-FPN backbone; PredCls mode) | 20.9 | No | Unbiased Scene Graph Generation from Biased Trai... | 2020-02-27 | Code |
| 10 | TDE (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode) | 18.7 | No | Unbiased Scene Graph Generation from Biased Trai... | 2020-02-27 | Code |
| 11 | DPL (MOTIFS-ResNeXt-101-FPN backbone; SGCls mode) | 18.5 | No | Semantic Diversity-aware Prototype-based Learnin... | 2024-07-22 | Code |
| 12 | DLFE (MOTIFS-ResNeXt-101-FPN backbone; SGCls mode) | 17.6 | No | Recovering the Unbiased Scene Graphs from the Bi... | 2021-07-05 | Code |
| 13 | PCPL (VCTree-ResNeXt-101-FPN backbone; SGCls mode) | 17.2 | No | PCPL: Predicate-Correlation Perception Learning ... | 2020-09-02 | Code |
| 14 | IETrans (MOTIFS-ResNeXt-101-FPN backbone; SGDet mode) | 13.4 | No | Fine-Grained Scene Graph Generation with Data Tr... | 2022-03-22 | Code |
| 15 | PCPL (MOTIFS-ResNeXt-101-FPN backbone; SGCls mode) | 13.1 | No | PCPL: Predicate-Correlation Perception Learning ... | 2020-09-02 | Code |
| 16 | TDE (VCTree-ResNeXt-101-FPN backbone; SGCls mode) | 12.4 | No | Unbiased Scene Graph Generation from Biased Trai... | 2020-02-27 | Code |
| 17 | DLFE (VCTree-ResNeXt-101-FPN backbone; SGDet mode) | 11.8 | No | Recovering the Unbiased Scene Graphs from the Bi... | 2021-07-05 | Code |
| 18 | DLFE (MOTIFS-ResNeXt-101-FPN backbone; SGDet mode) | 11.7 | No | Recovering the Unbiased Scene Graphs from the Bi... | 2021-07-05 | Code |
| 19 | TDE (MOTIFS-ResNeXt-101-FPN backbone; SGCls mode) | 10.7 | No | Unbiased Scene Graph Generation from Biased Trai... | 2020-02-27 | Code |
| 20 | DPL (MOTIFS-ResNeXt-101-FPN backbone; SGDet mode) | 10 | No | Semantic Diversity-aware Prototype-based Learnin... | 2024-07-22 | Code |
| 21 | PCPL (VCTree-ResNeXt-101-FPN backbone; SGDet mode) | 9.9 | No | PCPL: Predicate-Correlation Perception Learning ... | 2020-09-02 | Code |
| 22 | PCPL (MOTIFS-ResNeXt-101-FPN backbone; SGDet mode) | 9.8 | No | PCPL: Predicate-Correlation Perception Learning ... | 2020-09-02 | Code |
| 23 | TDE (VCTree-ResNeXt-101-FPN backbone; SGDet mode) | 7.8 | No | Unbiased Scene Graph Generation from Biased Trai... | 2020-02-27 | Code |
| 24 | TDE (MOTIFS-ResNeXt-101-FPN backbone; SGDet mode) | 7.4 | No | Unbiased Scene Graph Generation from Biased Trai... | 2020-02-27 | Code |