Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/HR-Pro

HR-Pro

Reported on 50 benchmarks across 5 tasks · 1 paper · 50 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision40 results

VideoonGTEA
mAP@0.1:0.7· 2023-08-24
47.3
best: 76.9 (AU-Action)
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
VideoonGTEA
mAP@0.5· 2023-08-24
37.3
best: 66.3 (AU-Action)
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
VideoonBEOID
mAP@0.1:0.7· 2023-08-24
59.4
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
VideoonBEOID
mAP@0.5· 2023-08-24
55.3
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
VideoonTHUMOS 2014
mAP@0.1:0.5· uses extra data· 2023-08-24
71.6
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
VideoonTHUMOS 2014
mAP@0.1:0.7· uses extra data· 2023-08-24
60.3
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
VideoonTHUMOS 2014
mAP@0.5· uses extra data· 2023-08-24
52.2
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
VideoonTHUMOS14
avg-mAP (0.1-0.5)· uses extra data· 2023-08-24
71.6
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
VideoonTHUMOS14
avg-mAP (0.1:0.7)· uses extra data· 2023-08-24
60.3
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
VideoonTHUMOS14
avg-mAP (0.3-0.7)· uses extra data· 2023-08-24
51.1
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Temporal Action LocalizationonGTEA
mAP@0.1:0.7· 2023-08-24
47.3
best: 76.9 (AU-Action)
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Temporal Action LocalizationonGTEA
mAP@0.5· 2023-08-24
37.3
best: 66.3 (AU-Action)
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Temporal Action LocalizationonBEOID
mAP@0.1:0.7· 2023-08-24
59.4
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Temporal Action LocalizationonBEOID
mAP@0.5· 2023-08-24
55.3
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Temporal Action LocalizationonTHUMOS 2014
mAP@0.1:0.5· uses extra data· 2023-08-24
71.6
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Temporal Action LocalizationonTHUMOS 2014
mAP@0.1:0.7· uses extra data· 2023-08-24
60.3
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Temporal Action LocalizationonTHUMOS 2014
mAP@0.5· uses extra data· 2023-08-24
52.2
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Temporal Action LocalizationonTHUMOS14
avg-mAP (0.1-0.5)· uses extra data· 2023-08-24
71.6
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Temporal Action LocalizationonTHUMOS14
avg-mAP (0.1:0.7)· uses extra data· 2023-08-24
60.3
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Temporal Action LocalizationonTHUMOS14
avg-mAP (0.3-0.7)· uses extra data· 2023-08-24
51.1
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Action LocalizationonGTEA
mAP@0.1:0.7· 2023-08-24
47.3
best: 76.9 (AU-Action)
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Action LocalizationonGTEA
mAP@0.5· 2023-08-24
37.3
best: 66.3 (AU-Action)
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Action LocalizationonBEOID
mAP@0.1:0.7· 2023-08-24
59.4
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Action LocalizationonBEOID
mAP@0.5· 2023-08-24
55.3
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Action LocalizationonTHUMOS 2014
mAP@0.1:0.5· uses extra data· 2023-08-24
71.6
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Action LocalizationonTHUMOS 2014
mAP@0.1:0.7· uses extra data· 2023-08-24
60.3
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Action LocalizationonTHUMOS 2014
mAP@0.5· uses extra data· 2023-08-24
52.2
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Action LocalizationonTHUMOS14
avg-mAP (0.1-0.5)· uses extra data· 2023-08-24
71.6
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Action LocalizationonTHUMOS14
avg-mAP (0.1:0.7)· uses extra data· 2023-08-24
60.3
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Action LocalizationonTHUMOS14
avg-mAP (0.3-0.7)· uses extra data· 2023-08-24
51.1
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Weakly Supervised Action LocalizationonGTEA
mAP@0.1:0.7· 2023-08-24
47.3
best: 76.9 (AU-Action)
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Weakly Supervised Action LocalizationonGTEA
mAP@0.5· 2023-08-24
37.3
best: 66.3 (AU-Action)
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Weakly Supervised Action LocalizationonBEOID
mAP@0.1:0.7· 2023-08-24
59.4
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Weakly Supervised Action LocalizationonBEOID
mAP@0.5· 2023-08-24
55.3
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Weakly Supervised Action LocalizationonTHUMOS 2014
mAP@0.1:0.5· uses extra data· 2023-08-24
71.6
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Weakly Supervised Action LocalizationonTHUMOS 2014
mAP@0.1:0.7· uses extra data· 2023-08-24
60.3
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Weakly Supervised Action LocalizationonTHUMOS 2014
mAP@0.5· uses extra data· 2023-08-24
52.2
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Weakly Supervised Action LocalizationonTHUMOS14
avg-mAP (0.1-0.5)· uses extra data· 2023-08-24
71.6
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Weakly Supervised Action LocalizationonTHUMOS14
avg-mAP (0.1:0.7)· uses extra data· 2023-08-24
60.3
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Weakly Supervised Action LocalizationonTHUMOS14
avg-mAP (0.3-0.7)· uses extra data· 2023-08-24
51.1
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608

Methodology10 results

Zero-Shot LearningonGTEA
mAP@0.1:0.7· 2023-08-24
47.3
best: 76.9 (AU-Action)
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Zero-Shot LearningonGTEA
mAP@0.5· 2023-08-24
37.3
best: 66.3 (AU-Action)
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Zero-Shot LearningonBEOID
mAP@0.1:0.7· 2023-08-24
59.4
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Zero-Shot LearningonBEOID
mAP@0.5· 2023-08-24
55.3
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Zero-Shot LearningonTHUMOS 2014
mAP@0.1:0.5· uses extra data· 2023-08-24
71.6
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Zero-Shot LearningonTHUMOS 2014
mAP@0.1:0.7· uses extra data· 2023-08-24
60.3
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Zero-Shot LearningonTHUMOS 2014
mAP@0.5· uses extra data· 2023-08-24
52.2
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Zero-Shot LearningonTHUMOS14
avg-mAP (0.1-0.5)· uses extra data· 2023-08-24
71.6
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Zero-Shot LearningonTHUMOS14
avg-mAP (0.1:0.7)· uses extra data· 2023-08-24
60.3
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608
Zero-Shot LearningonTHUMOS14
avg-mAP (0.3-0.7)· uses extra data· 2023-08-24
51.1
SOTA
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation arXiv:2308.12608