Metric: mR@20 (higher is better)
| # | Model↕ | mR@20▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SHA-GCL (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode) | 35.6 | No | Stacked Hybrid-Attention and Group Collaborative... | 2022-03-18 | Code |
| 2 | IETrans (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode) | 28.9 | No | Fine-Grained Scene Graph Generation with Data Tr... | 2022-03-22 | Code |
| 3 | DPL (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode) | 26.2 | No | Semantic Diversity-aware Prototype-based Learnin... | 2024-07-22 | Code |
| 4 | DLFE (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode) | 22.1 | No | Recovering the Unbiased Scene Graphs from the Bi... | 2021-07-05 | Code |
| 5 | CogTree (VCTree-ResNeXt-101-FPN backbone; PredCls mode) | 22 | No | CogTree: Cognition Tree Loss for Unbiased Scene ... | 2020-09-16 | Code |
| 6 | CogTree (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode) | 20.9 | No | CogTree: Cognition Tree Loss for Unbiased Scene ... | 2020-09-16 | Code |
| 7 | DLFE (VCTree-ResNeXt-101-FPN backbone; PredCls mode) | 20.8 | No | Recovering the Unbiased Scene Graphs from the Bi... | 2021-07-05 | Code |
| 8 | PCPL (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode) | 19.3 | No | PCPL: Predicate-Correlation Perception Learning ... | 2020-09-02 | Code |
| 9 | TDE (VCTree-ResNeXt-101-FPN backbone; PredCls mode) | 19.2 | No | Unbiased Scene Graph Generation from Biased Trai... | 2020-02-27 | Code |
| 10 | PCPL (VCTree-ResNeXt-101-FPN backbone; PredCls mode) | 18.7 | No | PCPL: Predicate-Correlation Perception Learning ... | 2020-09-02 | Code |
| 11 | IETrans (MOTIFS-ResNeXt-101-FPN backbone; SGCls mode) | 17.5 | No | Fine-Grained Scene Graph Generation with Data Tr... | 2022-03-22 | Code |
| 12 | TDE (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode) | 17.4 | No | Unbiased Scene Graph Generation from Biased Trai... | 2020-02-27 | Code |
| 13 | DLFE (VCTree-ResNeXt-101-FPN backbone; SGCls mode) | 15.8 | No | Recovering the Unbiased Scene Graphs from the Bi... | 2021-07-05 | Code |
| 14 | CogTree (VCTree-ResNeXt-101-FPN backbone; SGCls mode) | 15.4 | No | CogTree: Cognition Tree Loss for Unbiased Scene ... | 2020-09-16 | Code |
| 15 | DPL (MOTIFS-ResNeXt-101-FPN backbone; SGCls mode) | 14.1 | No | Semantic Diversity-aware Prototype-based Learnin... | 2024-07-22 | Code |
| 16 | DLFE (MOTIFS-ResNeXt-101-FPN backbone; SGCls mode) | 12.8 | No | Recovering the Unbiased Scene Graphs from the Bi... | 2021-07-05 | Code |
| 17 | PCPL (VCTree-ResNeXt-101-FPN backbone; SGCls mode) | 12.7 | No | PCPL: Predicate-Correlation Perception Learning ... | 2020-09-02 | Code |
| 18 | CogTree (MOTIFS-ResNeXt-101-FPN backbone; SGCls mode) | 12.1 | No | CogTree: Cognition Tree Loss for Unbiased Scene ... | 2020-09-16 | Code |
| 19 | TDE (VCTree-ResNeXt-101-FPN backbone; SGCls mode) | 11.2 | No | Unbiased Scene Graph Generation from Biased Trai... | 2020-02-27 | Code |
| 20 | IETrans (MOTIFS-ResNeXt-101-FPN backbone; SGDet mode) | 10.9 | No | Fine-Grained Scene Graph Generation with Data Tr... | 2022-03-22 | Code |
| 21 | PCPL (MOTIFS-ResNeXt-101-FPN backbone; SGCls mode) | 9.9 | No | PCPL: Predicate-Correlation Perception Learning ... | 2020-09-02 | Code |
| 22 | TDE (MOTIFS-ResNeXt-101-FPN backbone; SGCls mode) | 9.9 | No | Unbiased Scene Graph Generation from Biased Trai... | 2020-02-27 | Code |
| 23 | TDE (MOTIFS-ResNeXt-101-FPN backbone; SGDet mode) | 9.7 | No | Unbiased Scene Graph Generation from Biased Trai... | 2020-02-27 | Code |
| 24 | DPL (MOTIFS-ResNeXt-101-FPN backbone; SGDet mode) | 9.4 | No | Semantic Diversity-aware Prototype-based Learnin... | 2024-07-22 | Code |
| 25 | DLFE (VCTree-ResNeXt-101-FPN backbone; SGDet mode) | 8.6 | No | Recovering the Unbiased Scene Graphs from the Bi... | 2021-07-05 | Code |
| 26 | DLFE (MOTIFS-ResNeXt-101-FPN backbone; SGDet mode) | 8.6 | No | Recovering the Unbiased Scene Graphs from the Bi... | 2021-07-05 | Code |
| 27 | PCPL (VCTree-ResNeXt-101-FPN backbone; SGDet mode) | 8.1 | No | PCPL: Predicate-Correlation Perception Learning ... | 2020-09-02 | Code |
| 28 | PCPL (MOTIFS-ResNeXt-101-FPN backbone; SGDet mode) | 8 | No | PCPL: Predicate-Correlation Perception Learning ... | 2020-09-02 | Code |
| 29 | CogTree (MOTIFS-ResNeXt-101-FPN backbone; SGDet mode) | 7.9 | No | CogTree: Cognition Tree Loss for Unbiased Scene ... | 2020-09-16 | Code |
| 30 | CogTree (VCTree-ResNeXt-101-FPN backbone; SGDet mode) | 7.8 | No | CogTree: Cognition Tree Loss for Unbiased Scene ... | 2020-09-16 | Code |
| 31 | TDE (VCTree-ResNeXt-101-FPN backbone; SGDet mode) | 6.8 | No | Unbiased Scene Graph Generation from Biased Trai... | 2020-02-27 | Code |