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Benchmarks
Perplexity Prediction on LLM Compression Performance Perplexity
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0.736
LOO R
SVD-LLM
-0.09184
0.12308
0.338
0.55292
Apr 20, 2026
LOO R
Updated 1mo ago
Evaluation Results
Method
Method
Links
LOO R
SVD-LLM
Layer Type=MLP
2026.04
0.736
Vanilla SVD
Layer Type=ATTN
2026.04
0.622
SVD-LLM
Layer Type=ATTN
2026.04
0.592
ASVD
Layer Type=MLP
2026.04
0.579
ASVD
Layer Type=ATTN
2026.04
0.498
ASVD
Layer Type=BOTH
2026.04
0.457
ASVD-SR
Layer Type=BOTH
2026.04
0.285
SVD-LLM
Layer Type=BOTH
2026.04
0.15
ASVD-SR
Layer Type=ATTN
2026.04
0.065
Vanilla SVD
Layer Type=MLP
2026.04
0.046
ASVD-SR
Layer Type=MLP
2026.04
-0.02
Vanilla SVD
Layer Type=BOTH
2026.04
-0.06
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