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Models/Peyre et. al [[Peyre et al.2017]]

Peyre et. al [[Peyre et al.2017]]

Reported on 24 benchmarks across 4 tasks · 1 paper

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

Computer Vision18 results

Scene ParsingonVRD Relationship Detection
R@100· 2017-07-29
17.1
best: 31.89 (Yu et. al [[Yu et al.2017a]])
Weakly-supervised learning of visual relations arXiv:1707.09472
Scene ParsingonVRD Relationship Detection
R@50· 2017-07-29
15.8
best: 22.68 (Yu et. al [[Yu et al.2017a]])
Weakly-supervised learning of visual relations arXiv:1707.09472
Scene ParsingonVRD Predicate Detection
R@100· 2017-07-29
52.6
best: 94.65 (Yu et. al [[Yu et al.2017a]])
Weakly-supervised learning of visual relations arXiv:1707.09472
Scene ParsingonVRD Predicate Detection
R@50· 2017-07-29
52.6
best: 86.58 (BLOCK)
Weakly-supervised learning of visual relations arXiv:1707.09472
Scene ParsingonVRD Phrase Detection
R@100· 2017-07-29
19.5
best: 29.43 (Yu et. al [[Yu et al.2017a]])
Weakly-supervised learning of visual relations arXiv:1707.09472
Scene ParsingonVRD Phrase Detection
R@50· 2017-07-29
17.9
best: 26.32 (Yu et. al [[Yu et al.2017a]])
Weakly-supervised learning of visual relations arXiv:1707.09472
Visual Relationship DetectiononVRD Relationship Detection
R@100· 2017-07-29
17.1
best: 31.89 (Yu et. al [[Yu et al.2017a]])
Weakly-supervised learning of visual relations arXiv:1707.09472
Visual Relationship DetectiononVRD Relationship Detection
R@50· 2017-07-29
15.8
best: 22.68 (Yu et. al [[Yu et al.2017a]])
Weakly-supervised learning of visual relations arXiv:1707.09472
Visual Relationship DetectiononVRD Predicate Detection
R@100· 2017-07-29
52.6
best: 94.65 (Yu et. al [[Yu et al.2017a]])
Weakly-supervised learning of visual relations arXiv:1707.09472
Visual Relationship DetectiononVRD Predicate Detection
R@50· 2017-07-29
52.6
best: 86.58 (BLOCK)
Weakly-supervised learning of visual relations arXiv:1707.09472
Visual Relationship DetectiononVRD Phrase Detection
R@100· 2017-07-29
19.5
best: 29.43 (Yu et. al [[Yu et al.2017a]])
Weakly-supervised learning of visual relations arXiv:1707.09472
Visual Relationship DetectiononVRD Phrase Detection
R@50· 2017-07-29
17.9
best: 26.32 (Yu et. al [[Yu et al.2017a]])
Weakly-supervised learning of visual relations arXiv:1707.09472
Scene UnderstandingonVRD Relationship Detection
R@100· 2017-07-29
17.1
best: 31.89 (Yu et. al [[Yu et al.2017a]])
Weakly-supervised learning of visual relations arXiv:1707.09472
Scene UnderstandingonVRD Relationship Detection
R@50· 2017-07-29
15.8
best: 22.68 (Yu et. al [[Yu et al.2017a]])
Weakly-supervised learning of visual relations arXiv:1707.09472
Scene UnderstandingonVRD Predicate Detection
R@100· 2017-07-29
52.6
best: 94.65 (Yu et. al [[Yu et al.2017a]])
Weakly-supervised learning of visual relations arXiv:1707.09472
Scene UnderstandingonVRD Predicate Detection
R@50· 2017-07-29
52.6
best: 86.58 (BLOCK)
Weakly-supervised learning of visual relations arXiv:1707.09472
Scene UnderstandingonVRD Phrase Detection
R@100· 2017-07-29
19.5
best: 29.43 (Yu et. al [[Yu et al.2017a]])
Weakly-supervised learning of visual relations arXiv:1707.09472
Scene UnderstandingonVRD Phrase Detection
R@50· 2017-07-29
17.9
best: 26.32 (Yu et. al [[Yu et al.2017a]])
Weakly-supervised learning of visual relations arXiv:1707.09472

Audio6 results

2D Semantic SegmentationonVRD Relationship Detection
R@100· 2017-07-29
17.1
best: 31.89 (Yu et. al [[Yu et al.2017a]])
Weakly-supervised learning of visual relations arXiv:1707.09472
2D Semantic SegmentationonVRD Relationship Detection
R@50· 2017-07-29
15.8
best: 22.68 (Yu et. al [[Yu et al.2017a]])
Weakly-supervised learning of visual relations arXiv:1707.09472
2D Semantic SegmentationonVRD Predicate Detection
R@100· 2017-07-29
52.6
best: 94.65 (Yu et. al [[Yu et al.2017a]])
Weakly-supervised learning of visual relations arXiv:1707.09472
2D Semantic SegmentationonVRD Predicate Detection
R@50· 2017-07-29
52.6
best: 86.58 (BLOCK)
Weakly-supervised learning of visual relations arXiv:1707.09472
2D Semantic SegmentationonVRD Phrase Detection
R@100· 2017-07-29
19.5
best: 29.43 (Yu et. al [[Yu et al.2017a]])
Weakly-supervised learning of visual relations arXiv:1707.09472
2D Semantic SegmentationonVRD Phrase Detection
R@50· 2017-07-29
17.9
best: 26.32 (Yu et. al [[Yu et al.2017a]])
Weakly-supervised learning of visual relations arXiv:1707.09472