GRM

Reported on 5 benchmarks across 3 tasks · 2 papers · 3 SOTA

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

Computer Vision5 results

Visual Social Relationship RecognitiononPIPA
Accuracy· 2018-07-02
62.3
best: 66.7 (SocialGPT)
SOTA
Deep Reasoning with Knowledge Graph for Social Relationship Understanding arXiv:1807.00504
Visual Social Relationship RecognitiononPISC
mAP· 2018-07-02
68.7
best: 80.7 (GRITv2-L)
SOTA
Deep Reasoning with Knowledge Graph for Social Relationship Understanding arXiv:1807.00504
Visual Social Relationship RecognitiononPISC
mAP (Coarse)· 2018-07-02
82.8
best: 87.8 (GRITv2-L)
SOTA
Deep Reasoning with Knowledge Graph for Social Relationship Understanding arXiv:1807.00504
Object TrackingonAVisT
Success Rate· 2023-03-29
54.5
best: 62.2 (PiVOT-L)
Generalized Relation Modeling for Transformer Tracking arXiv:2303.16580
Visual Object TrackingonAVisT
Success Rate· 2023-03-29
54.5
best: 62.2 (PiVOT-L)
Generalized Relation Modeling for Transformer Tracking arXiv:2303.16580