Human-Object Interaction Detection on V-COCO 1.0 (test)
68.8AP_role (#1)MUREN
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MURENBackbone=R50, Feature=A2023.04 | 68.8 | — | 71 | — | — | |
| UniHOI-lBackbone=BLIP-2, scale=large2023.11 | 68.05 | — | 70.82 | — | — | |
| UniHOI-mBackbone=BLIP-2, scale=medium2023.11 | 67.95 | — | 70.61 | — | — | |
| Xie et al. (large)scale=large2023.11 | 66.5 | — | 69.9 | — | — | |
| DisTRBackbone=R50, Feature=A2023.04 | 66.2 | — | 68.5 | — | — | |
| STIPBackbone=ResNet-50, Feature=A+S+L (Appearance+Spatial+Linguistic)2022.06 | 66 | — | 70.7 | — | — | |
| STIPBackbone=R50, Feature=A+S+L2023.04 | 66 | — | 70.7 | — | — | |
| DiffHOI-LArchitecture Type=One-stage methods2023.05 | 65.7 | — | 68.2 | — | — | |
| UniHOI-SBackbone=ResNet-502023.07 | 65.6 | — | 68.3 | — | — | |
| UniHOI-sBackbone=BLIP-2, scale=small2023.11 | 65.58 | — | 68.27 | — | — | |
| STIPBackbone=ResNet-50, Feature=A (Appearance)2022.06 | 65.1 | — | 69.7 | — | — | |
| CDN2023.11 | 63.91 | — | 65.89 | — | — | |
| CDNBackbone=R101, Feature=A2023.04 | 63.9 | — | 65.9 | — | — | |
| CDNArchitecture Type=One-stage methods2023.05 | 63.9 | — | 65.9 | — | — | |
| CDN-LBackbone=ResNet-1012023.07 | 63.9 | — | 65.9 | — | — | |
| SOV-STG-LBackbone=ResNet-1012023.07 | 63.9 | — | 65.4 | — | — | |
| SOV-STG-VLA-SBackbone=ResNet-502023.07 | 63.8 | — | 65.7 | — | — | |
| SOV-STG-MBackbone=ResNet-1012023.07 | 63.7 | — | 65.2 | — | — | |
| GEN-VLKT-LBackbone=ResNet-1012023.07 | 63.6 | — | 65.9 | — | — | |
| GEN-VLKT-lscale=large2023.11 | 63.58 | — | 65.93 | — | — | |
| HOICLIP2023.11 | 63.5 | — | 64.8 | — | — | |
| HOICLIPBackbone=ResNet-502023.07 | 63.5 | — | 64.8 | — | — | |
| GEN-VLKT-MBackbone=ResNet-1012023.07 | 63.3 | — | 65.6 | — | — | |
| GEN-VLKT-mscale=medium2023.11 | 63.28 | — | 65.58 | — | — | |
| IFArchitecture Type=One-stage methods2023.05 | 63 | — | 65.2 | — | — | |
| ParMapArchitecture Type=One-stage methods2023.05 | 63 | — | 65.1 | — | — | |
| Liu et al.2023.11 | 63 | — | 65.2 | — | — | |
| GEN-VLKT-sscale=small2023.11 | 62.41 | — | 64.46 | — | — | |
| GEN-VLKTArchitecture Type=One-stage methods2023.05 | 62.4 | — | 64.5 | — | — | |
| GEN-VLKT-SBackbone=ResNet-502023.07 | 62.4 | — | 64.5 | — | — | |
| VIPLO-lscale=large2023.11 | 62.2 | — | 68 | — | — | |
| MSTRBackbone=R50, Feature=A+M2023.04 | 62 | — | 65.2 | — | — | |
| MSTRArchitecture Type=One-stage methods2023.05 | 62 | — | 65.2 | — | — | |
| MSTRBackbone=ResNet-502023.07 | 62 | — | 65.2 | — | — | |
| RLIP-ParSeBackbone=ResNet-502023.07 | 61.9 | — | 64.2 | — | — | |
| UPTArchitecture Type=Two-stage methods2023.05 | 61.3 | — | 67.1 | — | — | |
| SOV-STG-SBackbone=ResNet-502023.07 | 61.2 | — | 62.5 | — | — | |
| DiffHOI-SArchitecture Type=One-stage methods2023.05 | 61.1 | — | 63.5 | — | — | |
| ViPLOArchitecture Type=Two-stage methods2023.05 | 60.9 | — | 66.6 | — | — | |
| VIPLO-sscale=small2023.11 | 60.9 | — | 66.6 | — | — | |
| UPT2023.11 | 60.7 | — | 66.2 | — | — | |
| UPTBackbone=R50, Feature=A2023.04 | 59 | — | 64.5 | — | — | |
| FGAHOIBackbone=ResNet-502023.07 | 59 | — | 59.3 | — | — | |
| QPICBackbone=ResNet-50, Feature=A (Appearance)2022.06 | 58.8 | — | 61 | — | — | |
| QPICBackbone=R50, Feature=A2023.04 | 58.8 | — | 61 | — | — | |
| QPIC2023.11 | 58.8 | — | 61 | — | — | |
| QPICArchitecture Type=One-stage methods2023.05 | 58.3 | — | 60.7 | — | — | |
| HOTRBackbone=ResNet-50, Feature=A (Appearance)2022.06 | 55.2 | — | 64.4 | — | — | |
| HOTRBackbone=R50, Feature=A2023.04 | 55.2 | — | 61 | — | — | |
| HOTR2023.11 | 55.2 | — | 64.4 | — | — | |
| GGNetBackbone=HG-104, Feature=A (Appearance)2022.06 | 54.7 | — | — | — | — | |
| GGNetBackbone=HG104, Feature=A2023.04 | 54.7 | — | — | — | — | |
| SCGBackbone=R50-FPN, Feature=A+S+M2023.04 | 54.2 | — | 60.9 | — | — | |
| SCGArchitecture Type=Two-stage methods2023.05 | 54.2 | — | 60.9 | — | — | |
| AS-NetBackbone=ResNet-50, Feature=A (Appearance)2022.06 | 53.9 | — | — | — | — | |
| AS-NETBackbone=R50, Feature=A2023.04 | 53.9 | — | — | — | — | |
| IDNBackbone=ResNet-50, Feature=A+S (Appearance+Spatial)2022.06 | 53.3 | — | 60.3 | — | — | |
| IDNBackbone=R50, Feature=A+S2023.04 | 53.3 | — | 60.3 | — | — | |
| IDN2023.11 | 53.3 | — | 60.3 | — | — | |
| ConsNetBackbone=R50-FPN, Feature=A+S+L (Appearance+Spatial+Linguistic)2022.06 | 53.2 | — | — | — | — | |
| FCMNetBackbone=ResNet-50, Feature=A+S+L+P (Appearance+Spatial+Linguistic+Pose)2022.06 | 53.1 | — | — | — | — | |
| HOITransBackbone=ResNet-50, Feature=A (Appearance)2022.06 | 52.9 | — | — | — | — | |
| VSGNetBackbone=R152, Feature=A+S2023.04 | 51.8 | — | 57 | — | — | |
| VSGNet2023.11 | 51.8 | — | 57 | — | — | |
| IPNetBackbone=HG-104, Feature=A (Appearance)2022.06 | 51 | — | — | — | — | |
| DRGBackbone=R50-FPN, Feature=A+S+L (Appearance+Spatial+Linguistic)2022.06 | 51 | — | — | — | — | |
| DRGBackbone=R50-FPN, Feature=A+S+L+M2023.04 | 51 | — | — | — | — | |
| TINBackbone=ResNet-50, Feature=A+S+P (Appearance+Spatial+Pose)2022.06 | 48.7 | — | — | — | — | |
| VCLBackbone=R101, Feature=A2023.04 | 48.3 | — | — | — | — | |
| TINBackbone=R50, Feature=A+S+P2023.04 | 47.8 | — | 54.2 | — | — | |
| UnionDetBackbone=ResNet-50, Feature=A (Appearance)2022.06 | 47.5 | — | 56.2 | — | — | |
| UnionDetBackbone=R50, Feature=A2023.04 | 47.5 | — | 56.2 | — | — | |
| iCANBackbone=R50, Feature=A+S2023.04 | 45.3 | — | 52.4 | — | — | |
| GPNNBackbone=ResNet-101, Feature=A (Appearance)2022.06 | 44 | — | — | — | — | |
| GPNNBackbone=R101, Feature=A2023.04 | 44 | — | — | — | — | |
| InteractNetBackbone=R50-FPN, Feature=A (Appearance)2022.06 | 40 | — | 48 | — | — | |
| AS-NetBackbone=R502022.04 | — | 53.9 | — | — | — | |
| BodyPartMapBackbone=ResNet-502023.03 | — | — | — | 63 | 65.1 | |
| CATN (with fastText)Backbone=R50, Word Embedding=fastText2022.04 | — | 60.1 | — | — | — | |
| CDNBackbone=ResNet-502023.03 | — | — | — | 61.7 | 63.8 | |
| DRGBackbone=R50-FPN2022.04 | — | 51 | — | — | — | |
| DRGBackbone=ResNet-50-FPN2023.03 | — | — | — | 51 | — | |
| DTBackbone=ResNet-502023.03 | — | — | — | 66.2 | 68.5 | |
| GEN-VLKT-BBackbone=ResNet-502023.03 | — | — | — | 62.4 | 64.5 | |
| GEN-VLKT-B + OursBackbone=ResNet-502023.03 | — | — | — | 66.4 | 69.2 | |
| GEN-VLKT-LBackbone=ResNet-1012023.03 | — | — | — | 63.6 | 65.9 | |
| GEN-VLKT-L + OursBackbone=ResNet-1012023.03 | — | — | — | 66.5 | 69.9 | |
| GEN-VLKT-MBackbone=ResNet-1012023.03 | — | — | — | 63.3 | 65.6 | |
| GEN-VLKT-M + OursBackbone=ResNet-1012023.03 | — | — | — | 66.8 | 69.8 | |
| GG-NetBackbone=Hourglass-1042023.03 | — | — | — | 54.7 | — | |
| HOI TransformerBackbone=R502022.04 | — | 52.9 | — | — | — | |
| HOTRBackbone=R502022.04 | — | 55.2 | — | — | — | |
| HQMBackbone=ResNet-502023.03 | — | — | — | 63.6 | — | |
| IFBackbone=ResNet-502023.03 | — | — | — | 63 | 65.2 | |
| IPNetBackbone=HG-1042022.04 | — | 51 | — | — | — | |
| MSTRBackbone=ResNet-502023.03 | — | — | — | 62 | 65.2 | |
| PDNetBackbone=R1522022.04 | — | 52.6 | — | — | — | |
| QPICBackbone=R502022.04 | — | 58.8 | — | — | — | |
| QPICBackbone=ResNet-502023.03 | — | — | — | 58.8 | 61 | |
| SCGBackbone=ResNet-502023.03 | — | — | — | 54.2 | 60.9 |