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Models/Zhang et. al [[Hanwang Zhang2017]]

Zhang et. al [[Hanwang Zhang2017]]

Reported on 24 benchmarks across 4 tasks · 1 paper · 16 SOTA

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· 2017-02-27
15.2
best: 31.89 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Translation Embedding Network for Visual Relation Detection arXiv:1702.08319
Scene ParsingonVRD Relationship Detection
R@50· 2017-02-27
14.07
best: 22.68 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Translation Embedding Network for Visual Relation Detection arXiv:1702.08319
Scene ParsingonVRD Phrase Detection
R@100· 2017-02-27
22.42
best: 29.43 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Translation Embedding Network for Visual Relation Detection arXiv:1702.08319
Scene ParsingonVRD Phrase Detection
R@50· 2017-02-27
19.42
best: 26.32 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Translation Embedding Network for Visual Relation Detection arXiv:1702.08319
Visual Relationship DetectiononVRD Relationship Detection
R@100· 2017-02-27
15.2
best: 31.89 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Translation Embedding Network for Visual Relation Detection arXiv:1702.08319
Visual Relationship DetectiononVRD Relationship Detection
R@50· 2017-02-27
14.07
best: 22.68 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Translation Embedding Network for Visual Relation Detection arXiv:1702.08319
Visual Relationship DetectiononVRD Phrase Detection
R@100· 2017-02-27
22.42
best: 29.43 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Translation Embedding Network for Visual Relation Detection arXiv:1702.08319
Visual Relationship DetectiononVRD Phrase Detection
R@50· 2017-02-27
19.42
best: 26.32 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Translation Embedding Network for Visual Relation Detection arXiv:1702.08319
Scene UnderstandingonVRD Relationship Detection
R@100· 2017-02-27
15.2
best: 31.89 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Translation Embedding Network for Visual Relation Detection arXiv:1702.08319
Scene UnderstandingonVRD Relationship Detection
R@50· 2017-02-27
14.07
best: 22.68 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Translation Embedding Network for Visual Relation Detection arXiv:1702.08319
Scene UnderstandingonVRD Phrase Detection
R@100· 2017-02-27
22.42
best: 29.43 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Translation Embedding Network for Visual Relation Detection arXiv:1702.08319
Scene UnderstandingonVRD Phrase Detection
R@50· 2017-02-27
19.42
best: 26.32 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Translation Embedding Network for Visual Relation Detection arXiv:1702.08319
Scene ParsingonVRD Predicate Detection
R@100· 2017-02-27
44.76
best: 94.65 (Yu et. al [[Yu et al.2017a]])
Visual Translation Embedding Network for Visual Relation Detection arXiv:1702.08319
Scene ParsingonVRD Predicate Detection
R@50· 2017-02-27
44.76
best: 86.58 (BLOCK)
Visual Translation Embedding Network for Visual Relation Detection arXiv:1702.08319
Visual Relationship DetectiononVRD Predicate Detection
R@100· 2017-02-27
44.76
best: 94.65 (Yu et. al [[Yu et al.2017a]])
Visual Translation Embedding Network for Visual Relation Detection arXiv:1702.08319
Visual Relationship DetectiononVRD Predicate Detection
R@50· 2017-02-27
44.76
best: 86.58 (BLOCK)
Visual Translation Embedding Network for Visual Relation Detection arXiv:1702.08319
Scene UnderstandingonVRD Predicate Detection
R@100· 2017-02-27
44.76
best: 94.65 (Yu et. al [[Yu et al.2017a]])
Visual Translation Embedding Network for Visual Relation Detection arXiv:1702.08319
Scene UnderstandingonVRD Predicate Detection
R@50· 2017-02-27
44.76
best: 86.58 (BLOCK)
Visual Translation Embedding Network for Visual Relation Detection arXiv:1702.08319

Audio6 results

2D Semantic SegmentationonVRD Relationship Detection
R@100· 2017-02-27
15.2
best: 31.89 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Translation Embedding Network for Visual Relation Detection arXiv:1702.08319
2D Semantic SegmentationonVRD Relationship Detection
R@50· 2017-02-27
14.07
best: 22.68 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Translation Embedding Network for Visual Relation Detection arXiv:1702.08319
2D Semantic SegmentationonVRD Phrase Detection
R@100· 2017-02-27
22.42
best: 29.43 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Translation Embedding Network for Visual Relation Detection arXiv:1702.08319
2D Semantic SegmentationonVRD Phrase Detection
R@50· 2017-02-27
19.42
best: 26.32 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Translation Embedding Network for Visual Relation Detection arXiv:1702.08319
2D Semantic SegmentationonVRD Predicate Detection
R@100· 2017-02-27
44.76
best: 94.65 (Yu et. al [[Yu et al.2017a]])
Visual Translation Embedding Network for Visual Relation Detection arXiv:1702.08319
2D Semantic SegmentationonVRD Predicate Detection
R@50· 2017-02-27
44.76
best: 86.58 (BLOCK)
Visual Translation Embedding Network for Visual Relation Detection arXiv:1702.08319