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Models/Dai et. al [[Dai, Zhang, and Lin2017]]

Dai et. al [[Dai, Zhang, and Lin2017]]

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· 2017-04-11
20.88
best: 31.89 (Yu et. al [[Yu et al.2017a]])
SOTA
Detecting Visual Relationships with Deep Relational Networks arXiv:1704.03114
Scene ParsingonVRD Predicate Detection
R@100· 2017-04-11
81.9
best: 94.65 (Yu et. al [[Yu et al.2017a]])
SOTA
Detecting Visual Relationships with Deep Relational Networks arXiv:1704.03114
Scene ParsingonVRD Predicate Detection
R@50· 2017-04-11
80.78
best: 86.58 (BLOCK)
SOTA
Detecting Visual Relationships with Deep Relational Networks arXiv:1704.03114
Scene ParsingonVRD Phrase Detection
R@100· 2017-04-11
23.45
best: 29.43 (Yu et. al [[Yu et al.2017a]])
SOTA
Detecting Visual Relationships with Deep Relational Networks arXiv:1704.03114
Visual Relationship DetectiononVRD Relationship Detection
R@100· 2017-04-11
20.88
best: 31.89 (Yu et. al [[Yu et al.2017a]])
SOTA
Detecting Visual Relationships with Deep Relational Networks arXiv:1704.03114
Visual Relationship DetectiononVRD Predicate Detection
R@100· 2017-04-11
81.9
best: 94.65 (Yu et. al [[Yu et al.2017a]])
SOTA
Detecting Visual Relationships with Deep Relational Networks arXiv:1704.03114
Visual Relationship DetectiononVRD Predicate Detection
R@50· 2017-04-11
80.78
best: 86.58 (BLOCK)
SOTA
Detecting Visual Relationships with Deep Relational Networks arXiv:1704.03114
Visual Relationship DetectiononVRD Phrase Detection
R@100· 2017-04-11
23.45
best: 29.43 (Yu et. al [[Yu et al.2017a]])
SOTA
Detecting Visual Relationships with Deep Relational Networks arXiv:1704.03114
Scene UnderstandingonVRD Relationship Detection
R@100· 2017-04-11
20.88
best: 31.89 (Yu et. al [[Yu et al.2017a]])
SOTA
Detecting Visual Relationships with Deep Relational Networks arXiv:1704.03114
Scene UnderstandingonVRD Predicate Detection
R@100· 2017-04-11
81.9
best: 94.65 (Yu et. al [[Yu et al.2017a]])
SOTA
Detecting Visual Relationships with Deep Relational Networks arXiv:1704.03114
Scene UnderstandingonVRD Predicate Detection
R@50· 2017-04-11
80.78
best: 86.58 (BLOCK)
SOTA
Detecting Visual Relationships with Deep Relational Networks arXiv:1704.03114
Scene UnderstandingonVRD Phrase Detection
R@100· 2017-04-11
23.45
best: 29.43 (Yu et. al [[Yu et al.2017a]])
SOTA
Detecting Visual Relationships with Deep Relational Networks arXiv:1704.03114
Scene ParsingonVRD Relationship Detection
R@50· 2017-04-11
17.73
best: 22.68 (Yu et. al [[Yu et al.2017a]])
Detecting Visual Relationships with Deep Relational Networks arXiv:1704.03114
Scene ParsingonVRD Phrase Detection
R@50· 2017-04-11
19.93
best: 26.32 (Yu et. al [[Yu et al.2017a]])
Detecting Visual Relationships with Deep Relational Networks arXiv:1704.03114
Visual Relationship DetectiononVRD Relationship Detection
R@50· 2017-04-11
17.73
best: 22.68 (Yu et. al [[Yu et al.2017a]])
Detecting Visual Relationships with Deep Relational Networks arXiv:1704.03114
Visual Relationship DetectiononVRD Phrase Detection
R@50· 2017-04-11
19.93
best: 26.32 (Yu et. al [[Yu et al.2017a]])
Detecting Visual Relationships with Deep Relational Networks arXiv:1704.03114
Scene UnderstandingonVRD Relationship Detection
R@50· 2017-04-11
17.73
best: 22.68 (Yu et. al [[Yu et al.2017a]])
Detecting Visual Relationships with Deep Relational Networks arXiv:1704.03114
Scene UnderstandingonVRD Phrase Detection
R@50· 2017-04-11
19.93
best: 26.32 (Yu et. al [[Yu et al.2017a]])
Detecting Visual Relationships with Deep Relational Networks arXiv:1704.03114

Audio6 results

2D Semantic SegmentationonVRD Relationship Detection
R@100· 2017-04-11
20.88
best: 31.89 (Yu et. al [[Yu et al.2017a]])
SOTA
Detecting Visual Relationships with Deep Relational Networks arXiv:1704.03114
2D Semantic SegmentationonVRD Predicate Detection
R@100· 2017-04-11
81.9
best: 94.65 (Yu et. al [[Yu et al.2017a]])
SOTA
Detecting Visual Relationships with Deep Relational Networks arXiv:1704.03114
2D Semantic SegmentationonVRD Predicate Detection
R@50· 2017-04-11
80.78
best: 86.58 (BLOCK)
SOTA
Detecting Visual Relationships with Deep Relational Networks arXiv:1704.03114
2D Semantic SegmentationonVRD Phrase Detection
R@100· 2017-04-11
23.45
best: 29.43 (Yu et. al [[Yu et al.2017a]])
SOTA
Detecting Visual Relationships with Deep Relational Networks arXiv:1704.03114
2D Semantic SegmentationonVRD Relationship Detection
R@50· 2017-04-11
17.73
best: 22.68 (Yu et. al [[Yu et al.2017a]])
Detecting Visual Relationships with Deep Relational Networks arXiv:1704.03114
2D Semantic SegmentationonVRD Phrase Detection
R@50· 2017-04-11
19.93
best: 26.32 (Yu et. al [[Yu et al.2017a]])
Detecting Visual Relationships with Deep Relational Networks arXiv:1704.03114