| Fine-Grained Scene Graph Generation with Data Transfer | ✓ Link | 36.0 | 28.9 | 44.1 | IETrans (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode) | 2022-03-22 |
| Semantic Diversity-aware Prototype-based Learning for Unbiased Scene Graph Generation | ✓ Link | 31.3 | 26.2 | 44.9 | DPL (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode) | 2024-07-22 |
| Recovering the Unbiased Scene Graphs from the Biased Ones | ✓ Link | 30.0 | 22.1 | 37.6 | DLFE (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode) | 2021-07-05 |
| Recovering the Unbiased Scene Graphs from the Biased Ones | ✓ Link | 29.1 | 20.8 | 36.0 | DLFE (VCTree-ResNeXt-101-FPN backbone; PredCls mode) | 2021-07-05 |
| PCPL: Predicate-Correlation Perception Learning for Unbiased Scene Graph Generation | ✓ Link | 25.6 | 19.3 | 35.7 | PCPL (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode) | 2020-09-02 |
| PCPL: Predicate-Correlation Perception Learning for Unbiased Scene Graph Generation | ✓ Link | 25.1 | 18.7 | 34.6 | PCPL (VCTree-ResNeXt-101-FPN backbone; PredCls mode) | 2020-09-02 |
| Fine-Grained Scene Graph Generation with Data Transfer | ✓ Link | 21.8 | 17.5 | 26.0 | IETrans (MOTIFS-ResNeXt-101-FPN backbone; SGCls mode) | 2022-03-22 |
| Recovering the Unbiased Scene Graphs from the Biased Ones | ✓ Link | 21.6 | 15.8 | | DLFE (VCTree-ResNeXt-101-FPN backbone; SGCls mode) | 2021-07-05 |
| Unbiased Scene Graph Generation from Biased Training | ✓ Link | 20.9 | 19.2 | 36.9 | TDE (VCTree-ResNeXt-101-FPN backbone; PredCls mode) | 2020-02-27 |
| Unbiased Scene Graph Generation from Biased Training | ✓ Link | 18.7 | 17.4 | 37.2 | TDE (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode) | 2020-02-27 |
| Semantic Diversity-aware Prototype-based Learning for Unbiased Scene Graph Generation | ✓ Link | 18.5 | 14.1 | 25.2 | DPL (MOTIFS-ResNeXt-101-FPN backbone; SGCls mode) | 2024-07-22 |
| Recovering the Unbiased Scene Graphs from the Biased Ones | ✓ Link | 17.6 | 12.8 | 21.5 | DLFE (MOTIFS-ResNeXt-101-FPN backbone; SGCls mode) | 2021-07-05 |
| PCPL: Predicate-Correlation Perception Learning for Unbiased Scene Graph Generation | ✓ Link | 17.2 | 12.7 | 23.2 | PCPL (VCTree-ResNeXt-101-FPN backbone; SGCls mode) | 2020-09-02 |
| Fine-Grained Scene Graph Generation with Data Transfer | ✓ Link | 13.4 | 10.9 | 21.7 | IETrans (MOTIFS-ResNeXt-101-FPN backbone; SGDet mode) | 2022-03-22 |
| PCPL: Predicate-Correlation Perception Learning for Unbiased Scene Graph Generation | ✓ Link | 13.1 | 9.9 | 18.8 | PCPL (MOTIFS-ResNeXt-101-FPN backbone; SGCls mode) | 2020-09-02 |
| Unbiased Scene Graph Generation from Biased Training | ✓ Link | 12.4 | 11.2 | 18.6 | TDE (VCTree-ResNeXt-101-FPN backbone; SGCls mode) | 2020-02-27 |
| Recovering the Unbiased Scene Graphs from the Biased Ones | ✓ Link | 11.8 | 8.6 | 18.1 | DLFE (VCTree-ResNeXt-101-FPN backbone; SGDet mode) | 2021-07-05 |
| Recovering the Unbiased Scene Graphs from the Biased Ones | ✓ Link | 11.7 | 8.6 | 18.8 | DLFE (MOTIFS-ResNeXt-101-FPN backbone; SGDet mode) | 2021-07-05 |
| Unbiased Scene Graph Generation from Biased Training | ✓ Link | 10.7 | 9.9 | 19.9 | TDE (MOTIFS-ResNeXt-101-FPN backbone; SGCls mode) | 2020-02-27 |
| Semantic Diversity-aware Prototype-based Learning for Unbiased Scene Graph Generation | ✓ Link | 10.0 | 9.4 | 20.2 | DPL (MOTIFS-ResNeXt-101-FPN backbone; SGDet mode) | 2024-07-22 |
| PCPL: Predicate-Correlation Perception Learning for Unbiased Scene Graph Generation | ✓ Link | 9.9 | 8.1 | 17.8 | PCPL (VCTree-ResNeXt-101-FPN backbone; SGDet mode) | 2020-09-02 |
| PCPL: Predicate-Correlation Perception Learning for Unbiased Scene Graph Generation | ✓ Link | 9.8 | 8.0 | 18.0 | PCPL (MOTIFS-ResNeXt-101-FPN backbone; SGDet mode) | 2020-09-02 |
| Unbiased Scene Graph Generation from Biased Training | ✓ Link | 7.8 | 6.8 | 15.1 | TDE (VCTree-ResNeXt-101-FPN backbone; SGDet mode) | 2020-02-27 |
| Unbiased Scene Graph Generation from Biased Training | ✓ Link | 7.4 | 9.7 | 13.2 | TDE (MOTIFS-ResNeXt-101-FPN backbone; SGDet mode) | 2020-02-27 |
| Stacked Hybrid-Attention and Group Collaborative Learning for Unbiased Scene Graph Generation | ✓ Link | | 35.6 | | SHA-GCL (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode) | 2022-03-18 |
| CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation | ✓ Link | | 22.0 | 35.9 | CogTree (VCTree-ResNeXt-101-FPN backbone; PredCls mode) | 2020-09-16 |
| CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation | ✓ Link | | 20.9 | 32.4 | CogTree (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode) | 2020-09-16 |
| CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation | ✓ Link | | 15.4 | | CogTree (VCTree-ResNeXt-101-FPN backbone; SGCls mode) | 2020-09-16 |
| CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation | ✓ Link | | 12.1 | | CogTree (MOTIFS-ResNeXt-101-FPN backbone; SGCls mode) | 2020-09-16 |
| CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation | ✓ Link | | 7.9 | | CogTree (MOTIFS-ResNeXt-101-FPN backbone; SGDet mode) | 2020-09-16 |
| CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation | ✓ Link | | 7.8 | | CogTree (VCTree-ResNeXt-101-FPN backbone; SGDet mode) | 2020-09-16 |