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SOTA Abstract Visual Reasoning benchmarks and papers with code | Wizwand
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Abstract Visual Reasoning
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
ARC-AGI 2
best.human
Accuracy (Pass@2)
100
33
20d ago
SVRT reformulated four-choice (test)
PR-A2CL
Accuracy
99.4
28
3mo ago
ARC-AGI 1
best.human
Accuracy (Pass@2)
98
27
1mo ago
Raven
DIRCR
Accuracy
98.7
25
1mo ago
RAVEN v1 (test)
DCNet
Average Accuracy
93.6
22
3mo ago
Abstract Visual Reasoning WReN (10^2 samples)
Soft TPR
Accuracy
27.3
15
3mo ago
MC2R 10,000 samples (train)
PR-A2CL
Accuracy
90.4
12
3mo ago
MC2R (train)
PR-A2CL
Accuracy
77.4
12
3mo ago
MC2R 500 samples (train)
PR-A2CL
Accuracy
0.631
12
3mo ago
MC2R 200 (train)
PR-A2CL
Accuracy
50.3
12
3mo ago
MC2R (100 train samples)
PR-A2CL
Accuracy
39.8
12
3mo ago
MC2R 50 samples (train)
PR-A2CL
Accuracy
32.1
12
3mo ago
MC2R 20 samples (train)
PR-A2CL
Accuracy
22.7
12
3mo ago
I-RAVEN v1 (test)
algebraic machine reasoning
Avg Accuracy
93.2
11
3mo ago
VCog-Bench
Ours (RL)
CVR Score
42.4
9
3mo ago
CLEVR-RPM
LEFT
Accuracy
100
6
3mo ago
Abstract Visual Reasoning WReN (10^5 samples)
COMET
Accuracy
98.3
5
3mo ago
Abstract Visual Reasoning 10^4 samples WReN
GVAE+
Classification Accuracy
68.4
5
3mo ago
Abstract Visual Reasoning dataset WReN
Soft TPR
Accuracy
31.2
5
3mo ago
Abstract Visual Reasoning 10^3 samples WReN
Soft TPR
Accuracy
41.2
4
3mo ago
Abstract Visual Reasoning WReN
Soft TPR
Accuracy
36
4
3mo ago
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