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situation-recognition-on-imsitu
Situation Recognition
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ModelName
ReleaseDate
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Dynamic Scene Understanding from Vision-Language Representations
58.88
Ours
2025-01-20
ClipSitu: Effectively Leveraging CLIP for Conditional Predictions in Situation Recognition
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47.23
29.73
85.69
68.42
ClipSitu
2023-07-02
Collaborative Transformers for Grounded Situation Recognition
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44.66
35.98
73.31
57.76
CoFormer
2022-03-30
Rethinking the Two-Stage Framework for Grounded Situation Recognition
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44.2
35.24
71.21
55.75
SituFormer
2021-12-10
Mixture-Kernel Graph Attention Network for Situation Recognition
43.27
35.41
68.72
55.62
Kernel GraphNet
2019-10-01
Grounded Situation Recognition with Transformers
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40.63
32.15
69.81
54.13
GSRTR
2021-11-19
Grounded Situation Recognition
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39.94
31.44
67.6
51.88
JSL
2020-03-26
Grounded Situation Recognition
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39.36
30.09
65.51
50.16
ISL
2020-03-26
Attention-Based Context Aware Reasoning for Situation Recognition
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38.19
30.23
65.05
50.21
CAQ + RE-VGG
2020-06-01
Situation Recognition with Graph Neural Networks
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36.72
27.52
61.90
45.39
GraphNet
2017-08-14
Recurrent Models for Situation Recognition
35.9
27.45
63.08
46.88
RNN + Fusion
2017-03-18
Commonly Uncommon: Semantic Sparsity in Situation Recognition
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34.12
26.45
62.59
46.88
CRF + Aug
2016-12-03
Situation Recognition: Visual Semantic Role Labeling for Image Understanding
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32.34
24.64
58.88
42.76
CRF
2016-06-01