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Benchmarks
Semantic Stress Evaluation on S3E
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96.7
Original Performance
Qwen3VL-2B
83.492
86.921
90.35
93.779
Jun 7, 2026
Original Performance
Swap Performance
Strict Performance
Semantic Lexical Change (Slex)
Semantic Stress Score (Sstress)
Lexical Change (∆lex)
Discriminative Power (dp)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Original Performance
Swap Performance
Strict Performance
Semantic Lexical Change (Slex)
Semantic Stress Score (Sstress)
Lexical Change (∆lex)
Discriminative Power (dp)
Qwen3VL-2B
L=24, N=9,661
2026.06
96.7
86.1
83.8
0.63
2.54
1.9
2.12
Qwen3VL-4B
L=24, N=9,226
2026.06
93.3
85
80.1
6.51
13.32
6.81
4.28
InternVL3-2B
L=23, N=9,785
2026.06
92.7
90.3
84.9
0.32
4.13
3.81
2.01
Qwen3VL-8B
L=32, N=9,669
2026.06
90.4
91.3
83.9
13.62
26.55
12.93
2.85
Gemma3-4B
L=27, N=9,068
2026.06
84
93.4
78.7
0.03
0.96
0.93
5.45
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