Browse › Computer Vision › Human-Object Interaction Detection › HICO-DET

Human-Object Interaction Detection archive 2025-07-28

HICO-DET Benchmark (Human-Object Interaction Detection)

55 rows 53 with code listed 5 metrics Dataset page

Human-Object Interaction (HOI) detection is a task of identifying "a set of interactions" in an image, which involves the i) localization of the subject (i.e., humans) and target (i.e., objects) of interaction, and ii) the classification of the interaction labels.

The archive carries no text for this table; the description above is the archive's text for the task Human-Object Interaction Detection. archive 2025-07-28

Over time archive 2025-07-28

The chart needs JavaScript; the table below carries every value.

Direction inferred from the metric name, not from the archive: mAP (higher is better), Time Per Frame (ms) (lower is better), Detection: Full (mAP@0.5) (higher is better), Detection: Non-Rare (mAP@0.5) (higher is better), Detection: Rare (mAP@0.5) (higher is better). Points are placed at the row's paper date; 54 of 55 rows carry one.

Results archive 2025-07-28

Archive rows end at the archive snapshot, 2025-07-28: no result published after that date is in this table. Rank is the archive's row order at that snapshot; not re-ranked here. Metric values are the archive's strings. Column headers sort the table in your browser; each row keeps its archive rank.

Paper Code Ran Syntology Report
1 Ours (PViC+) 46.49 – Paper – 2025 no code linked report
2 RLIPv2 (Swin-L) 45.09 ✓ Paper Code 2023 22 of 30 ran · 8 unverified report
3 PViC-SwinL 44.32 – Paper Code 2023 3 of 9 ran · 6 unverified report
4 SOV-STG (Swin-L) 43.35 – Paper Code 2023 linked, not harvested report
5 DiffHOI 41.50 ✓ Paper Code 2023 linked, not harvested report
6 ViPLO 37.22 – Paper Code 2023 linked, not harvested report
7 FGAHOI 37.18 – Paper Code 2023 linked, not harvested report
8 ERNet 36.89 – Paper Code 2023 linked, not harvested report
9 CQL+GEN-VLKT-L 36.03 – Paper Code 2023 1 of 2 ran · 1 unverified report
10 QAHOI (Swin-L) 35.78 – Paper Code 2021 10 of 15 ran · 5 unverified report
11 CQL+GEN-VLKT-B 35.36 – Paper Code 2023 1 of 2 ran · 1 unverified report
12 Body Part Interactiveness 35.15 – Paper Code 2022 1 of 1 ran · 0 unverified report
13 GEN-VLKT-R101 34.95 – Paper Code 2022 2 of 3 ran · 1 unverified report
14 HOIGen 34.8434.8434.9434.52 – Paper Code 2024 linked, not harvested report
15 PViC-R50 34.69 – Paper Code 2023 3 of 9 ran · 6 unverified report
16 HOICLIP 34.69 – Paper Code 2023 linked, not harvested report
17 MUREN 32.87 – Paper Code 2023 10 of 12 ran · 2 unverified report
18 RLIP-ParSe (ResNet-50) 32.84 – Paper Code 2022 0 of 1 ran · 1 unverified report
19 ParSe (ResNet-101) 32.76 – Paper Code 2022 0 of 1 ran · 1 unverified report
20 UPT-R101-DC5 32.62124 – Paper Code 2021 2 of 4 ran · 2 unverified report
21 DEFR 32.35 – Paper – 2021 no code linked report
22 UPT-R101 32.3161 – Paper Code 2021 2 of 4 ran · 2 unverified report
23 STIP (ResNet-50) 32.2274 – Paper Code 2022 linked, not harvested report
24 CDN (ResNet101) 32.07 – Paper Code 2021 3 of 4 ran · 1 unverified report
25 UPT-R50 31.6642 – Paper Code 2021 2 of 4 ran · 2 unverified report
26 OCN (ResNet101) 31.43 – Paper Code 2022 2 of 7 ran · 5 unverified report
27 QPIC (ResNet101) 29.9063 ✓ Paper Code 2021 0 of 1 ran · 1 unverified report
28 QPIC + CPC 29.63 – Paper Code 2022 linked, not harvested report
29 SCG (DETR-R101) 29.26 – Paper Code 2020 linked, not harvested report
30 QPIC (ResNet50) 29.0746 ✓ Paper Code 2021 0 of 1 ran · 1 unverified report
31 AS-Net (ResNet50) 28.8771 ✓ Paper Code 2021 0 of 1 ran · 1 unverified report
32 HOITrans(ResNet101) 26.61 ✓ Paper Code 2021 0 of 1 ran · 1 unverified report
33 IDN (finetuned detector) 26.29 ✓ Paper Code 2020 linked, not harvested report
34 HOTR + CPC 26.16 – Paper Code 2022 linked, not harvested report
35 ConsNet-F (ResNet-50) 25.94 ✓ Paper Code 2020 linked, not harvested report
36 DRG 24.53 – Paper Code 2020 2 of 3 ran · 1 unverified report
37 HOITrans(ResNet50) 23.46 ✓ Paper Code 2021 0 of 1 ran · 1 unverified report
38 HOTR 23.46 – Paper Code 2021 1 of 1 ran · 0 unverified report
39 IDN (COCO detector) 23.36 – Paper Code 2020 linked, not harvested report
40 PaStaNet 22.65 – Paper Code 2020 linked, not harvested report
41 PD-Net 22.37 – Paper Code 2020 linked, not harvested report
42 ConsNet (ResNet-50) 22.15 – Paper Code 2020 linked, not harvested report
43 ACP++ 22.11 – Paper Code 2021 linked, not harvested report
44 PPDM 21.9271 – Paper Code 2019 0 of 2 ran · 2 unverified report
45 DIRV 21.8168 – Paper Code 2020 3 of 3 ran · 0 unverified report
46 DJ-RN 21.34 – Paper Code 2020 0 of 12 ran · 12 unverified report
47 PMN 21.21 – Paper Code 2020 linked, not harvested report
48 TIN (TIPAMI) 20.93 – Paper Code 2021 linked, not harvested report
49 ACP 20.59 – Paper Code linked, not harvested report
50 VSGNet 19.8 – Paper Code 2020 0 of 8 ran · 8 unverified report
51 TIN (Interactiveness) 17.54512 – Paper Code 2018 0 of 6 ran · 6 unverified report
52 TIN (CVPR) 17.22 – Paper Code 2018 0 of 6 ran · 6 unverified report
53 iCAN 14.84 – Paper Code 2018 0 of 5 ran · 5 unverified report
54 GPNN 13.11 – Paper Code 2018 linked, not harvested report
55 InteractNet 9.94145 – Paper Code 2017 linked, not harvested report

All 55 rows shown. 55 link to a paper page on this site; 9 are marked as using additional training data in the archive. No GitHub stars are tracked; "Code" is the first repository the archive lists for the row. The archive carries no row tags, review links or community-submitted rows for this table; none are shown. archive 2025-07-28

Syntology Ran reads "N of M ran · U unverified": of the M code samples Syntology harvested from repositories linked to that row's paper (joined by arXiv id), N executed on a synthesized input and the other U = M−N are unverified (harvested, no recorded run). It counts code from repositories linked to that row's paper, not this result: the row's number was not reproduced and nothing here is a correctness claim. The other cell texts mean no graph line for the row: "linked, not harvested" (the archive links code, Syntology has not harvested it), "no code linked" (no code link in the archive), "not matched" (the row's paper URL matched no paper on this site). 30 rows have a graph line, from 22 distinct papers; 17 rows (13 papers) have at least one sample that ran. Counting each paper once: Syntology ran 62 of 131 samples; 69 unverified. Separately, 17 of those 131 are pointer-only (licence): the site points at that code rather than redistributing it, a licence property recorded for ran and unverified samples alike; each cell's tooltip carries the row's own pointer-only count. Read from the graph 2026-09-24. Per-sample status is on the paper page.

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections