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Models/Lu et. al [[Lu et al.2016]]

Lu et. al [[Lu et al.2016]]

Reported on 24 benchmarks across 4 tasks · 1 paper · 24 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· 2016-07-31
14.7
best: 31.89 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Relationship Detection with Language Priors arXiv:1608.00187
Scene ParsingonVRD Relationship Detection
R@50· 2016-07-31
13.86
best: 22.68 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Relationship Detection with Language Priors arXiv:1608.00187
Scene ParsingonVRD Predicate Detection
R@100· 2016-07-31
47.87
best: 94.65 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Relationship Detection with Language Priors arXiv:1608.00187
Scene ParsingonVRD Predicate Detection
R@50· 2016-07-31
47.87
best: 86.58 (BLOCK)
SOTA
Visual Relationship Detection with Language Priors arXiv:1608.00187
Scene ParsingonVRD Phrase Detection
R@100· 2016-07-31
17.03
best: 29.43 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Relationship Detection with Language Priors arXiv:1608.00187
Scene ParsingonVRD Phrase Detection
R@50· 2016-07-31
16.17
best: 26.32 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Relationship Detection with Language Priors arXiv:1608.00187
Visual Relationship DetectiononVRD Relationship Detection
R@100· 2016-07-31
14.7
best: 31.89 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Relationship Detection with Language Priors arXiv:1608.00187
Visual Relationship DetectiononVRD Relationship Detection
R@50· 2016-07-31
13.86
best: 22.68 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Relationship Detection with Language Priors arXiv:1608.00187
Visual Relationship DetectiononVRD Predicate Detection
R@100· 2016-07-31
47.87
best: 94.65 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Relationship Detection with Language Priors arXiv:1608.00187
Visual Relationship DetectiononVRD Predicate Detection
R@50· 2016-07-31
47.87
best: 86.58 (BLOCK)
SOTA
Visual Relationship Detection with Language Priors arXiv:1608.00187
Visual Relationship DetectiononVRD Phrase Detection
R@100· 2016-07-31
17.03
best: 29.43 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Relationship Detection with Language Priors arXiv:1608.00187
Visual Relationship DetectiononVRD Phrase Detection
R@50· 2016-07-31
16.17
best: 26.32 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Relationship Detection with Language Priors arXiv:1608.00187
Scene UnderstandingonVRD Relationship Detection
R@100· 2016-07-31
14.7
best: 31.89 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Relationship Detection with Language Priors arXiv:1608.00187
Scene UnderstandingonVRD Relationship Detection
R@50· 2016-07-31
13.86
best: 22.68 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Relationship Detection with Language Priors arXiv:1608.00187
Scene UnderstandingonVRD Predicate Detection
R@100· 2016-07-31
47.87
best: 94.65 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Relationship Detection with Language Priors arXiv:1608.00187
Scene UnderstandingonVRD Predicate Detection
R@50· 2016-07-31
47.87
best: 86.58 (BLOCK)
SOTA
Visual Relationship Detection with Language Priors arXiv:1608.00187
Scene UnderstandingonVRD Phrase Detection
R@100· 2016-07-31
17.03
best: 29.43 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Relationship Detection with Language Priors arXiv:1608.00187
Scene UnderstandingonVRD Phrase Detection
R@50· 2016-07-31
16.17
best: 26.32 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Relationship Detection with Language Priors arXiv:1608.00187

Audio6 results

2D Semantic SegmentationonVRD Relationship Detection
R@100· 2016-07-31
14.7
best: 31.89 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Relationship Detection with Language Priors arXiv:1608.00187
2D Semantic SegmentationonVRD Relationship Detection
R@50· 2016-07-31
13.86
best: 22.68 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Relationship Detection with Language Priors arXiv:1608.00187
2D Semantic SegmentationonVRD Predicate Detection
R@100· 2016-07-31
47.87
best: 94.65 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Relationship Detection with Language Priors arXiv:1608.00187
2D Semantic SegmentationonVRD Predicate Detection
R@50· 2016-07-31
47.87
best: 86.58 (BLOCK)
SOTA
Visual Relationship Detection with Language Priors arXiv:1608.00187
2D Semantic SegmentationonVRD Phrase Detection
R@100· 2016-07-31
17.03
best: 29.43 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Relationship Detection with Language Priors arXiv:1608.00187
2D Semantic SegmentationonVRD Phrase Detection
R@50· 2016-07-31
16.17
best: 26.32 (Yu et. al [[Yu et al.2017a]])
SOTA
Visual Relationship Detection with Language Priors arXiv:1608.00187