Metric: Time Per Frame (ms) (higher is better)
| # | Model↕ | Time Per Frame (ms)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | TIN (Interactiveness) | 512 | No | Transferable Interactiveness Knowledge for Human... | 2018-11-20 | Code |
| 2 | InteractNet | 145 | No | Detecting and Recognizing Human-Object Interacti... | 2017-04-24 | Code |
| 3 | UPT-R101-DC5 | 124 | No | Efficient Two-Stage Detection of Human-Object In... | 2021-12-03 | Code |
| 4 | STIP (ResNet-50) | 74 | No | Exploring Structure-aware Transformer over Inter... | 2022-06-13 | Code |
| 5 | AS-Net (ResNet50) | 71 | Yes | Reformulating HOI Detection as Adaptive Set Pred... | 2021-03-10 | Code |
| 6 | PPDM | 71 | No | PPDM: Parallel Point Detection and Matching for ... | 2019-12-30 | Code |
| 7 | DIRV | 68 | No | DIRV: Dense Interaction Region Voting for End-to... | 2020-10-02 | Code |
| 8 | QPIC (ResNet101) | 63 | Yes | QPIC: Query-Based Pairwise Human-Object Interact... | 2021-03-09 | Code |
| 9 | UPT-R101 | 61 | No | Efficient Two-Stage Detection of Human-Object In... | 2021-12-03 | Code |
| 10 | QPIC (ResNet50) | 46 | Yes | QPIC: Query-Based Pairwise Human-Object Interact... | 2021-03-09 | Code |
| 11 | UPT-R50 | 42 | No | Efficient Two-Stage Detection of Human-Object In... | 2021-12-03 | Code |