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9.22k
Visual Question Answering > Spatial Reasoning
6-DoF SpatialBench
SoFar
https://arxiv.org/abs/2502.13143v1
Position-abs
33.8
Visual Question Answering > Spatial Reasoning
6-DoF SpatialBench
SoFar
https://arxiv.org/abs/2502.13143v1
Orientation-rel
54.6
Visual Question Answering > Spatial Reasoning
6-DoF SpatialBench
SoFar
https://arxiv.org/abs/2502.13143v1
Orientation-abs
31.3
Visual Question Answering > Spatial Reasoning
6-DoF SpatialBench
GPT-4o
https://arxiv.org/abs/2410.21276v1
Total
36.2
Visual Question Answering > Spatial Reasoning
6-DoF SpatialBench
GPT-4o
https://arxiv.org/abs/2410.21276v1
Position-rel
49.4
Visual Question Answering > Spatial Reasoning
6-DoF SpatialBench
GPT-4o
https://arxiv.org/abs/2410.21276v1
Position-abs
28.4
Visual Question Answering > Spatial Reasoning
6-DoF SpatialBench
GPT-4o
https://arxiv.org/abs/2410.21276v1
Orientation-rel
44.2
Visual Question Answering > Spatial Reasoning
6-DoF SpatialBench
GPT-4o
https://arxiv.org/abs/2410.21276v1
Orientation-abs
25.8
Visual Question Answering > Spatial Reasoning
6-DoF SpatialBench
RoboPoint
https://arxiv.org/abs/2406.10721v1
Total
33.5
Visual Question Answering > Spatial Reasoning
6-DoF SpatialBench
RoboPoint
https://arxiv.org/abs/2406.10721v1
Position-rel
43.8
Visual Question Answering > Spatial Reasoning
6-DoF SpatialBench
RoboPoint
https://arxiv.org/abs/2406.10721v1
Position-abs
30.8
Visual Question Answering > Spatial Reasoning
6-DoF SpatialBench
RoboPoint
https://arxiv.org/abs/2406.10721v1
Orientation-rel
33.8
Visual Question Answering > Spatial Reasoning
6-DoF SpatialBench
RoboPoint
https://arxiv.org/abs/2406.10721v1
Orientation-abs
25.8
Visual Question Answering > Spatial Reasoning
6-DoF SpatialBench
SpatialBot
https://arxiv.org/abs/2406.13642v6
Total
32.7
Visual Question Answering > Spatial Reasoning
6-DoF SpatialBench
SpatialBot
https://arxiv.org/abs/2406.13642v6
Position-rel
50.9
Visual Question Answering > Spatial Reasoning
6-DoF SpatialBench
SpatialBot
https://arxiv.org/abs/2406.13642v6
Position-abs
21.6
Visual Question Answering > Spatial Reasoning
6-DoF SpatialBench
SpatialBot
https://arxiv.org/abs/2406.13642v6
Orientation-rel
39.6
Visual Question Answering > Spatial Reasoning
6-DoF SpatialBench
SpatialBot
https://arxiv.org/abs/2406.13642v6
Orientation-abs
22.9
Visual Question Answering > Spatial Reasoning
6-DoF SpatialBench
SpaceMantis
https://arxiv.org/abs/2401.12168v1
Total
28.9
Visual Question Answering > Spatial Reasoning
6-DoF SpatialBench
SpaceMantis
https://arxiv.org/abs/2401.12168v1
Position-rel
33.6
Visual Question Answering > Spatial Reasoning
6-DoF SpatialBench
SpaceMantis
https://arxiv.org/abs/2401.12168v1
Position-abs
29.2
Visual Question Answering > Spatial Reasoning
6-DoF SpatialBench
SpaceMantis
https://arxiv.org/abs/2401.12168v1
Orientation-rel
27.2
Visual Question Answering > Spatial Reasoning
6-DoF SpatialBench
SpaceMantis
https://arxiv.org/abs/2401.12168v1
Orientation-abs
25.0
Visual Question Answering > Spatial Reasoning
6-DoF SpatialBench
SpaceLLaVA
https://arxiv.org/abs/2401.12168v1
Total
28.2
Visual Question Answering > Spatial Reasoning
6-DoF SpatialBench
SpaceLLaVA
https://arxiv.org/abs/2401.12168v1
Position-rel
32.4
Visual Question Answering > Spatial Reasoning
6-DoF SpatialBench
SpaceLLaVA
https://arxiv.org/abs/2401.12168v1
Position-abs
30.5
Visual Question Answering > Spatial Reasoning
6-DoF SpatialBench
SpaceLLaVA
https://arxiv.org/abs/2401.12168v1
Orientation-rel
30.9
Visual Question Answering > Spatial Reasoning
6-DoF SpatialBench
SpaceLLaVA
https://arxiv.org/abs/2401.12168v1
Orientation-abs
24.9
Visual Question Answering > Spatial Reasoning
6-DoF SpatialBench
LLaVA-1.5
https://arxiv.org/abs/2310.03744v2
Total
27.2
Visual Question Answering > Spatial Reasoning
6-DoF SpatialBench
LLaVA-1.5
https://arxiv.org/abs/2310.03744v2
Position-rel
30.9
Visual Question Answering > Spatial Reasoning
6-DoF SpatialBench
LLaVA-1.5
https://arxiv.org/abs/2310.03744v2
Position-abs
24.5
Visual Question Answering > Spatial Reasoning
6-DoF SpatialBench
LLaVA-1.5
https://arxiv.org/abs/2310.03744v2
Orientation-rel
28.3
Visual Question Answering > Spatial Reasoning
6-DoF SpatialBench
LLaVA-1.5
https://arxiv.org/abs/2310.03744v2
Orientation-abs
25.8
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
VCIN
http://openaccess.thecvf.com//content/ICCV2023/html/Xue_Variational_Causal_Inference_Network_for_Explanatory_Visual_Question_Answering_ICCV_2023_paper.html
BLEU-4
58.65
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
VCIN
http://openaccess.thecvf.com//content/ICCV2023/html/Xue_Variational_Causal_Inference_Network_for_Explanatory_Visual_Question_Answering_ICCV_2023_paper.html
METEOR
41.57
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
VCIN
http://openaccess.thecvf.com//content/ICCV2023/html/Xue_Variational_Causal_Inference_Network_for_Explanatory_Visual_Question_Answering_ICCV_2023_paper.html
ROUGE-L
81.45
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
VCIN
http://openaccess.thecvf.com//content/ICCV2023/html/Xue_Variational_Causal_Inference_Network_for_Explanatory_Visual_Question_Answering_ICCV_2023_paper.html
CIDEr
519.23
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
VCIN
http://openaccess.thecvf.com//content/ICCV2023/html/Xue_Variational_Causal_Inference_Network_for_Explanatory_Visual_Question_Answering_ICCV_2023_paper.html
SPICE
54.63
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
VCIN
http://openaccess.thecvf.com//content/ICCV2023/html/Xue_Variational_Causal_Inference_Network_for_Explanatory_Visual_Question_Answering_ICCV_2023_paper.html
Grounding
77.33
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
VCIN
http://openaccess.thecvf.com//content/ICCV2023/html/Xue_Variational_Causal_Inference_Network_for_Explanatory_Visual_Question_Answering_ICCV_2023_paper.html
GQA-val
81.80
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
VCIN
http://openaccess.thecvf.com//content/ICCV2023/html/Xue_Variational_Causal_Inference_Network_for_Explanatory_Visual_Question_Answering_ICCV_2023_paper.html
GQA-test
60.61
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
REX-LXMERT
https://arxiv.org/abs/2203.06107v1
BLEU-4
54.79
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
REX-LXMERT
https://arxiv.org/abs/2203.06107v1
METEOR
39.51
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
REX-LXMERT
https://arxiv.org/abs/2203.06107v1
ROUGE-L
79.41
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
REX-LXMERT
https://arxiv.org/abs/2203.06107v1
CIDEr
466.01
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
REX-LXMERT
https://arxiv.org/abs/2203.06107v1
SPICE
49.98
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
REX-LXMERT
https://arxiv.org/abs/2203.06107v1
Grounding
70.79
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
REX-LXMERT
https://arxiv.org/abs/2203.06107v1
GQA-val
78.19
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
REX-LXMERT
https://arxiv.org/abs/2203.06107v1
GQA-test
58.15
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
REX-VisualBert
https://arxiv.org/abs/2203.06107v1
BLEU-4
54.59
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
REX-VisualBert
https://arxiv.org/abs/2203.06107v1
METEOR
39.22
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
REX-VisualBert
https://arxiv.org/abs/2203.06107v1
ROUGE-L
78.56
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
REX-VisualBert
https://arxiv.org/abs/2203.06107v1
CIDEr
464.20
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
REX-VisualBert
https://arxiv.org/abs/2203.06107v1
SPICE
46.80
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
REX-VisualBert
https://arxiv.org/abs/2203.06107v1
Grounding
67.95
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
REX-VisualBert
https://arxiv.org/abs/2203.06107v1
GQA-val
66.16
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
REX-VisualBert
https://arxiv.org/abs/2203.06107v1
GQA-test
57.77
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
VQAE
http://arxiv.org/abs/1803.07464v2
BLEU-4
42.56
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
VQAE
http://arxiv.org/abs/1803.07464v2
METEOR
34.51
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
VQAE
http://arxiv.org/abs/1803.07464v2
ROUGE-L
73.59
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
VQAE
http://arxiv.org/abs/1803.07464v2
CIDEr
358.20
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
VQAE
http://arxiv.org/abs/1803.07464v2
SPICE
40.39
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
VQAE
http://arxiv.org/abs/1803.07464v2
Grounding
31.29
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
VQAE
http://arxiv.org/abs/1803.07464v2
GQA-val
65.19
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
VQAE
http://arxiv.org/abs/1803.07464v2
GQA-test
57.24
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
EXP
https://arxiv.org/abs/1809.02805v2
BLEU-4
42.45
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
EXP
https://arxiv.org/abs/1809.02805v2
METEOR
34.46
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
EXP
https://arxiv.org/abs/1809.02805v2
ROUGE-L
73.51
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
EXP
https://arxiv.org/abs/1809.02805v2
CIDEr
357.10
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
EXP
https://arxiv.org/abs/1809.02805v2
SPICE
40.35
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
EXP
https://arxiv.org/abs/1809.02805v2
Grounding
33.52
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
EXP
https://arxiv.org/abs/1809.02805v2
GQA-val
65.17
Visual Question Answering > Explanatory Visual Question Answering
GQA-REX
EXP
https://arxiv.org/abs/1809.02805v2
GQA-test
56.92
Visual Question Answering > Explanatory Visual Question Answering > FS-MEVQA
SME
MEAgent
https://dl.acm.org/doi/abs/10.1145/3664647.3681597
BLEU-4
67.91
Visual Question Answering > Explanatory Visual Question Answering > FS-MEVQA
SME
MEAgent
https://dl.acm.org/doi/abs/10.1145/3664647.3681597
METEOR
50.55
Visual Question Answering > Explanatory Visual Question Answering > FS-MEVQA
SME
MEAgent
https://dl.acm.org/doi/abs/10.1145/3664647.3681597
ROUGE-L
79.41
Visual Question Answering > Explanatory Visual Question Answering > FS-MEVQA
SME
MEAgent
https://dl.acm.org/doi/abs/10.1145/3664647.3681597
CIDEr
510.44
Visual Question Answering > Explanatory Visual Question Answering > FS-MEVQA
SME
MEAgent
https://dl.acm.org/doi/abs/10.1145/3664647.3681597
SPICE
64.09
Visual Question Answering > Explanatory Visual Question Answering > FS-MEVQA
SME
MEAgent
https://dl.acm.org/doi/abs/10.1145/3664647.3681597
Detection
29.09
Visual Question Answering > Explanatory Visual Question Answering > FS-MEVQA
SME
MEAgent
https://dl.acm.org/doi/abs/10.1145/3664647.3681597
ACC
51.45
Visual Question Answering > Explanatory Visual Question Answering > FS-MEVQA
SME
MEAgent
https://dl.acm.org/doi/abs/10.1145/3664647.3681597
#Learning Samples (N)
16
Visual Question Answering > Explanatory Visual Question Answering > FS-MEVQA
SME
GPT-4-1106-Vision-Preview
https://arxiv.org/abs/2303.08774v5
BLEU-4
45.51
Visual Question Answering > Explanatory Visual Question Answering > FS-MEVQA
SME
GPT-4-1106-Vision-Preview
https://arxiv.org/abs/2303.08774v5
METEOR
35.17
Visual Question Answering > Explanatory Visual Question Answering > FS-MEVQA
SME
GPT-4-1106-Vision-Preview
https://arxiv.org/abs/2303.08774v5
ROUGE-L
52.67
Visual Question Answering > Explanatory Visual Question Answering > FS-MEVQA
SME
GPT-4-1106-Vision-Preview
https://arxiv.org/abs/2303.08774v5
CIDEr
269.68
Visual Question Answering > Explanatory Visual Question Answering > FS-MEVQA
SME
GPT-4-1106-Vision-Preview
https://arxiv.org/abs/2303.08774v5
SPICE
37.67
Visual Question Answering > Explanatory Visual Question Answering > FS-MEVQA
SME
GPT-4-1106-Vision-Preview
https://arxiv.org/abs/2303.08774v5
Detection
7.00
Visual Question Answering > Explanatory Visual Question Answering > FS-MEVQA
SME
GPT-4-1106-Vision-Preview
https://arxiv.org/abs/2303.08774v5
ACC
42.30
Visual Question Answering > Explanatory Visual Question Answering > FS-MEVQA
SME
GPT-4-1106-Vision-Preview
https://arxiv.org/abs/2303.08774v5
#Learning Samples (N)
16
Visual Question Answering > Explanatory Visual Question Answering > FS-MEVQA
SME
Gemini-1.5 Pro
https://arxiv.org/abs/2403.05530v5
BLEU-4
41.87
Visual Question Answering > Explanatory Visual Question Answering > FS-MEVQA
SME
Gemini-1.5 Pro
https://arxiv.org/abs/2403.05530v5
METEOR
34.61
Visual Question Answering > Explanatory Visual Question Answering > FS-MEVQA
SME
Gemini-1.5 Pro
https://arxiv.org/abs/2403.05530v5
ROUGE-L
55.90
Visual Question Answering > Explanatory Visual Question Answering > FS-MEVQA
SME
Gemini-1.5 Pro
https://arxiv.org/abs/2403.05530v5
CIDEr
276.14
Visual Question Answering > Explanatory Visual Question Answering > FS-MEVQA
SME
Gemini-1.5 Pro
https://arxiv.org/abs/2403.05530v5
SPICE
40.58
Visual Question Answering > Explanatory Visual Question Answering > FS-MEVQA
SME
Gemini-1.5 Pro
https://arxiv.org/abs/2403.05530v5
Detection
1.40
Visual Question Answering > Explanatory Visual Question Answering > FS-MEVQA
SME
Gemini-1.5 Pro
https://arxiv.org/abs/2403.05530v5
ACC
40.88
Visual Question Answering > Explanatory Visual Question Answering > FS-MEVQA
SME
Gemini-1.5 Pro
https://arxiv.org/abs/2403.05530v5
#Learning Samples (N)
16
Visual Question Answering > Explanatory Visual Question Answering > FS-MEVQA
SME
Qwen-VL-Max
https://arxiv.org/abs/2308.12966v3
BLEU-4
24.30
Visual Question Answering > Explanatory Visual Question Answering > FS-MEVQA
SME
Qwen-VL-Max
https://arxiv.org/abs/2308.12966v3
METEOR
23.40
Visual Question Answering > Explanatory Visual Question Answering > FS-MEVQA
SME
Qwen-VL-Max
https://arxiv.org/abs/2308.12966v3
ROUGE-L
34.52