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Benchmarks
Generalization Performance Analysis on ID and OOD Evaluation Suite Combined
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80.2
Average Accuracy
ICR
49.312
57.331
65.35
73.369
Sep 26, 2025
Average Accuracy
Collapse Count
Updated 1mo ago
Evaluation Results
Method
Method
Links
Average Accuracy
Collapse Count
ICR
Backbone=Qwen2.5-7B
2025.09
80.2
0
Few-shot*
Backbone=Qwen2.5-7B
2025.09
77.5
1
M²IV
Backbone=Qwen2.5-7B
2025.09
76.2
3
LIVE
Backbone=Qwen2.5-7B
2025.09
75.7
4
I2CL
Backbone=Qwen2.5-7B
2025.09
75.6
3
Zero-shot
Backbone=Qwen2.5-7B
2025.09
71.3
-
Few-shot*
Backbone=Llama2-7B
2025.09
66.8
1
ICR
Backbone=Llama2-7B
2025.09
59.9
0
M²IV
Backbone=Llama2-7B
2025.09
56.9
0
LIVE
Backbone=Llama2-7B
2025.09
56.6
2
I2CL
Backbone=Llama2-7B
2025.09
55
2
Zero-shot
Backbone=Llama2-7B
2025.09
50.5
-
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