2D Semantic Segmentation on PSG Dataset
Metric: mR@20 (higher is better)
Metric: mR@20 (higher is better)
| # | Model↕ | mR@20▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | VLPrompt (R50) | 34.7 | No | VLPrompt: Vision-Language Prompting for Panoptic... | 2023-11-27 | Code |
| 2 | HiLo(SwinL) | 29.7 | No | HiLo: Exploiting High Low Frequency Relations fo... | 2023-03-28 | Code |
| 3 | ADTrans | 26.4 | No | Panoptic Scene Graph Generation with Semantics-P... | 2023-07-28 | Code |
| 4 | HiLo(R50) | 23.7 | No | HiLo: Exploiting High Low Frequency Relations fo... | 2023-03-28 | Code |
| 5 | PSGTR | 16.6 | No | Panoptic Scene Graph Generation | 2022-07-22 | Code |
| 6 | PSGFormer | 14.8 | No | Panoptic Scene Graph Generation | 2022-07-22 | Code |
| 7 | VCTree | 9.7 | No | Learning to Compose Dynamic Tree Structures for ... | 2018-12-05 | Code |
| 8 | MOTIFS | 9.1 | No | Neural Motifs: Scene Graph Parsing with Global C... | 2017-11-17 | Code |
| 9 | IMP | 6.52 | No | Scene Graph Generation by Iterative Message Pass... | 2017-01-10 | Code |