HyperAI

Human Object Interaction Detection On Hico

Metrics

mAP

Results

Performance results of various models on this benchmark

Comparison Table
Model NamemAP
detecting-human-object-interactions-with-120.59
detailed-2d-3d-joint-representation-for-human21.34
transferable-interactiveness-knowledge-for20.93
consistency-learning-via-decoding-path26.16
consistency-learning-via-decoding-path29.63
exploring-predicate-visual-context-in44.32
learning-human-object-interactions-by-graph13.11
ernet-efficient-and-reliable-human-object36.89
mining-the-benefits-of-two-stage-and-one32.07
end-to-end-human-object-interaction-detection23.46
hoi-analysis-integrating-and-decomposing23.36
consnet-learning-consistency-graph-for-zero22.15
dynamic-scene-understanding-from-vision46.49
category-query-learning-for-human-object36.03
category-query-learning-for-human-object35.36
rlipv2-fast-scaling-of-relational-language45.09
end-to-end-human-object-interaction-detection26.61
gen-vlkt-simplify-association-and-enhance34.95
mining-cross-person-cues-for-body-part35.15
ican-instance-centric-attention-network-for14.84
efficient-two-stage-detection-of-human-object31.66
spatio-attentive-graphs-for-human-object29.26
focusing-on-what-to-decode-and-what-to-train43.35
drg-dual-relation-graph-for-human-object24.53
qahoi-query-based-anchors-for-human-object35.78
detecting-and-recognizing-human-object9.94
rlip-relational-language-image-pre-training32.84
ppdm-parallel-point-detection-and-matching21.92
efficient-two-stage-detection-of-human-object32.31
consnet-learning-consistency-graph-for-zero25.94
exploring-structure-aware-transformer-over-132.22
transferable-interactiveness-prior-for-human17.54
pose-based-modular-network-for-human-object21.21
boosting-human-object-interaction-detection41.50
exploring-predicate-visual-context-in34.69
hotr-end-to-end-human-object-interaction23.46
vsgnet-spatial-attention-network-for19.8
relational-context-learning-for-human-object32.87
unseen-no-more-unlocking-the-potential-of34.84
acp-action-co-occurrence-priors-for-human22.11
qpic-query-based-pairwise-human-object29.07
fgahoi-fine-grained-anchors-for-human-object37.18
pastanet-toward-human-activity-knowledge22.65
detecting-human-object-interactions-with-231.43
transferable-interactiveness-prior-for-human17.22
viplo-vision-transformer-based-pose37.22
polysemy-deciphering-network-for-robust-human22.37
qpic-query-based-pairwise-human-object29.90
efficient-two-stage-detection-of-human-object32.62
reformulating-hoi-detection-as-adaptive-set28.87
dirv-dense-interaction-region-voting-for-end21.81
hoiclip-efficient-knowledge-transfer-for-hoi34.69
hoi-analysis-integrating-and-decomposing26.29
decoupling-object-detection-from-human-object-132.35
rlip-relational-language-image-pre-training32.76