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grounded-situation-recognition-on-swig
Grounded Situation Recognition
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ModelName
ReleaseDate
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Dynamic Scene Understanding from Vision-Language Representations
58.88
41.28
51.10
58.23
Ours (CoFormer+)
2025-01-20
ClipSitu: Effectively Leveraging CLIP for Conditional Predictions in Situation Recognition
✓ Link
58.19
40.01
47.23
85.69
49.78
68.42
ClipSitu
2023-07-02
Collaborative Transformers for Grounded Situation Recognition
✓ Link
44.66
29.05
35.98
73.31
46.25
57.76
CoFormer
2022-03-30
Rethinking the Two-Stage Framework for Grounded Situation Recognition
✓ Link
44.2
29.22
35.24
71.21
46
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
✓ Link
40.63
25.49
32.15
69.81
42.5
54.13
GSRTR
2021-11-19
Grounded Situation Recognition
✓ Link
39.94
24.86
31.44
67.6
40.6
51.88
JSL
2020-03-26
Grounded Situation Recognition
✓ Link
39.36
22.73
30.09
65.51
36.6
50.16
ISL
2020-03-26
Attention-Based Context Aware Reasoning for Situation Recognition
✓ Link
38.19
30.23
65.05
50.21
CAQ + RE-VGG
2020-06-01
Situation Recognition with Graph Neural Networks
✓ Link
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
✓ Link
32.34
24.64
58.88
42.76
CRF
2016-06-01