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Benchmarks
Spatial VQA on IaOR-VQA Quantitative
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99.5
Output Accuracy
GPT-4o
-3.148
23.501
50.15
76.799
Mar 18, 2024
Output Accuracy
Accuracy (Range 50-200)
Accuracy (Range 75-133)
Accuracy (Range 90-111)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Output Accuracy
Accuracy (Range 50-200)
Accuracy (Range 75-133)
Accuracy (Range 90-111)
GPT-4o
spatial information in...
2024.03
99.5
74.5
70.5
55
GPT-4V
spatial information in...
2024.03
98.5
73.5
69.5
54.5
InstructBLIP
spatial information in...
2024.03
98.5
31.5
22
11.5
LLaVA-1.5
spatial information in...
2024.03
97
43
29
14.5
SpatialVLM
Backbone=HF version
2024.03
91
33.5
20.5
7.5
GPT-4o
spatial information in...
2024.03
31.5
14
8.5
3
InstructBLIP
spatial information in...
2024.03
28.5
8
2.5
0
LLaVA-1.5
spatial information in...
2024.03
23.5
16.5
6
2
GPT-4V
spatial information in...
2024.03
0.8
0
0
0
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