Metric: Top-5 Verbs & Value (higher is better)
| # | Model↕ | Top-5 Verbs & Value▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ClipSitu | 68.42 | No | ClipSitu: Effectively Leveraging CLIP for Condit... | 2023-07-02 | Code |
| 2 | CoFormer | 57.76 | No | Collaborative Transformers for Grounded Situatio... | 2022-03-30 | Code |
| 3 | SituFormer | 55.75 | No | Rethinking the Two-Stage Framework for Grounded ... | 2021-12-10 | Code |
| 4 | Kernel GraphNet | 55.62 | No | - | - | - |
| 5 | GSRTR | 54.13 | No | Grounded Situation Recognition with Transformers | 2021-11-19 | Code |
| 6 | JSL | 51.88 | No | Grounded Situation Recognition | 2020-03-26 | Code |
| 7 | CAQ + RE-VGG | 50.21 | No | - | - | Code |
| 8 | ISL | 50.16 | No | Grounded Situation Recognition | 2020-03-26 | Code |
| 9 | RNN + Fusion | 46.88 | No | Recurrent Models for Situation Recognition | 2017-03-18 | - |
| 10 | CRF + Aug | 46.88 | No | Commonly Uncommon: Semantic Sparsity in Situatio... | 2016-12-03 | Code |
| 11 | GraphNet | 45.39 | No | Situation Recognition with Graph Neural Networks | 2017-08-14 | Code |
| 12 | CRF | 42.76 | No | - | - | Code |