Metric: F@100 (higher is better)
| # | Model↕ | F@100▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DPL (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode) | 44.9 | No | Semantic Diversity-aware Prototype-based Learnin... | 2024-07-22 | Code |
| 2 | IETrans (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode) | 44.1 | No | Fine-Grained Scene Graph Generation with Data Tr... | 2022-03-22 | Code |
| 3 | DLFE (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode) | 37.6 | No | Recovering the Unbiased Scene Graphs from the Bi... | 2021-07-05 | Code |
| 4 | TDE (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode) | 37.2 | No | Unbiased Scene Graph Generation from Biased Trai... | 2020-02-27 | Code |
| 5 | TDE (VCTree-ResNeXt-101-FPN backbone; PredCls mode) | 36.9 | No | Unbiased Scene Graph Generation from Biased Trai... | 2020-02-27 | Code |
| 6 | DLFE (VCTree-ResNeXt-101-FPN backbone; PredCls mode) | 36 | No | Recovering the Unbiased Scene Graphs from the Bi... | 2021-07-05 | Code |
| 7 | CogTree (VCTree-ResNeXt-101-FPN backbone; PredCls mode) | 35.9 | No | CogTree: Cognition Tree Loss for Unbiased Scene ... | 2020-09-16 | Code |
| 8 | PCPL (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode) | 35.7 | No | PCPL: Predicate-Correlation Perception Learning ... | 2020-09-02 | Code |
| 9 | PCPL (VCTree-ResNeXt-101-FPN backbone; PredCls mode) | 34.6 | No | PCPL: Predicate-Correlation Perception Learning ... | 2020-09-02 | Code |
| 10 | CogTree (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode) | 32.4 | No | CogTree: Cognition Tree Loss for Unbiased Scene ... | 2020-09-16 | Code |
| 11 | IETrans (MOTIFS-ResNeXt-101-FPN backbone; SGCls mode) | 26 | No | Fine-Grained Scene Graph Generation with Data Tr... | 2022-03-22 | Code |
| 12 | DPL (MOTIFS-ResNeXt-101-FPN backbone; SGCls mode) | 25.2 | No | Semantic Diversity-aware Prototype-based Learnin... | 2024-07-22 | Code |
| 13 | PCPL (VCTree-ResNeXt-101-FPN backbone; SGCls mode) | 23.2 | No | PCPL: Predicate-Correlation Perception Learning ... | 2020-09-02 | Code |
| 14 | IETrans (MOTIFS-ResNeXt-101-FPN backbone; SGDet mode) | 21.7 | No | Fine-Grained Scene Graph Generation with Data Tr... | 2022-03-22 | Code |
| 15 | DLFE (MOTIFS-ResNeXt-101-FPN backbone; SGCls mode) | 21.5 | No | Recovering the Unbiased Scene Graphs from the Bi... | 2021-07-05 | Code |
| 16 | DPL (MOTIFS-ResNeXt-101-FPN backbone; SGDet mode) | 20.2 | No | Semantic Diversity-aware Prototype-based Learnin... | 2024-07-22 | Code |
| 17 | TDE (MOTIFS-ResNeXt-101-FPN backbone; SGCls mode) | 19.9 | No | Unbiased Scene Graph Generation from Biased Trai... | 2020-02-27 | Code |
| 18 | PCPL (MOTIFS-ResNeXt-101-FPN backbone; SGCls mode) | 18.8 | No | PCPL: Predicate-Correlation Perception Learning ... | 2020-09-02 | Code |
| 19 | DLFE (MOTIFS-ResNeXt-101-FPN backbone; SGDet mode) | 18.8 | No | Recovering the Unbiased Scene Graphs from the Bi... | 2021-07-05 | Code |
| 20 | TDE (VCTree-ResNeXt-101-FPN backbone; SGCls mode) | 18.6 | No | Unbiased Scene Graph Generation from Biased Trai... | 2020-02-27 | Code |
| 21 | DLFE (VCTree-ResNeXt-101-FPN backbone; SGDet mode) | 18.1 | No | Recovering the Unbiased Scene Graphs from the Bi... | 2021-07-05 | Code |
| 22 | PCPL (MOTIFS-ResNeXt-101-FPN backbone; SGDet mode) | 18 | No | PCPL: Predicate-Correlation Perception Learning ... | 2020-09-02 | Code |
| 23 | PCPL (VCTree-ResNeXt-101-FPN backbone; SGDet mode) | 17.8 | No | PCPL: Predicate-Correlation Perception Learning ... | 2020-09-02 | Code |
| 24 | TDE (VCTree-ResNeXt-101-FPN backbone; SGDet mode) | 15.1 | No | Unbiased Scene Graph Generation from Biased Trai... | 2020-02-27 | Code |
| 25 | TDE (MOTIFS-ResNeXt-101-FPN backbone; SGDet mode) | 13.2 | No | Unbiased Scene Graph Generation from Biased Trai... | 2020-02-27 | Code |