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55.3ROUGE-LTGV-KV
-1.27613.41228.142.788Jun 2, 2026
Updated 4mo ago

Evaluation results

MethodLinks
TGV-KVModel=LLaVA-1.5-7B, Retention Ratio=50%2026.0655.3
SnapKVModel=LLaVA-1.5-7B, Retention Ratio=50%2026.0655.2
VanillaModel=LLaVA-1.5-7B, Retention Ratio=50%2026.0655.1
VanillaModel=LLaVA-1.5-7B, Retention Ratio=20%2026.0655.1
VanillaModel=LLaVA-1.5-7B, Retention Ratio=10%2026.0655.1
TGV-KVModel=LLaVA-1.5-7B, Retention Ratio=20%2026.0655
SnapKVModel=LLaVA-1.5-7B, Retention Ratio=20%2026.0654.6
StreamingLLMModel=LLaVA-1.5-7B, Retention Ratio=50%2026.0654.3
TGV-KVModel=LLaVA-1.5-7B, Retention Ratio=10%2026.0652.6
StreamingLLMModel=LLaVA-1.5-7B, Retention Ratio=20%2026.0652.2
StreamingLLMModel=LLaVA-1.5-7B, Retention Ratio=10%2026.0651
VanillaModel=Qwen3-VL-8B-Instruct, Retention Ratio=50%2026.0642
VanillaModel=Qwen3-VL-8B-Instruct, Retention Ratio=20%2026.0642
VanillaModel=Qwen3-VL-8B-Instruct, Retention Ratio=10%2026.0642
TGV-KVModel=Qwen3-VL-8B-Instruct, Retention Ratio=50%2026.0642
StreamingLLMModel=Qwen3-VL-8B-Instruct, Retention Ratio=50%2026.0641.7
PrefixKVModel=Qwen3-VL-8B-Instruct, Retention Ratio=50%2026.0641.7
TGV-KVModel=Qwen3-VL-8B-Instruct, Retention Ratio=20%2026.0641.6
H2OModel=Qwen3-VL-8B-Instruct, Retention Ratio=50%2026.0641.4
PrefixKVModel=Qwen3-VL-8B-Instruct, Retention Ratio=20%2026.0640.6
SnapKVModel=Qwen3-VL-8B-Instruct, Retention Ratio=50%2026.0640.4
ElasticCacheModel=Qwen3-VL-8B-Instruct, Retention Ratio=50%2026.0639.9
StreamingLLMModel=Qwen3-VL-8B-Instruct, Retention Ratio=20%2026.0639.6
TGV-KVModel=Qwen3-VL-8B-Instruct, Retention Ratio=10%2026.0639.5
H2OModel=Qwen3-VL-8B-Instruct, Retention Ratio=20%2026.0639.3
ElasticCacheModel=Qwen3-VL-8B-Instruct, Retention Ratio=20%2026.0638.1
H2OModel=Qwen3-VL-8B-Instruct, Retention Ratio=10%2026.0637.9
SnapKVModel=Qwen3-VL-8B-Instruct, Retention Ratio=20%2026.0636.3
PrefixKVModel=Qwen3-VL-8B-Instruct, Retention Ratio=10%2026.0636.2
SnapKVModel=Qwen3-VL-8B-Instruct, Retention Ratio=10%2026.0635.7
StreamingLLMModel=Qwen3-VL-8B-Instruct, Retention Ratio=10%2026.0635.3
ElasticCacheModel=Qwen3-VL-8B-Instruct, Retention Ratio=10%2026.0634.6
PrefixKVModel=LLaVA-1.5-7B, Retention Ratio=50%2026.0634
H2OModel=LLaVA-1.5-7B, Retention Ratio=50%2026.0617.7
PrefixKVModel=LLaVA-1.5-7B, Retention Ratio=20%2026.0611.1
H2OModel=LLaVA-1.5-7B, Retention Ratio=20%2026.069.8
ElasticCacheModel=LLaVA-1.5-7B, Retention Ratio=50%2026.069.6
ElasticCacheModel=LLaVA-1.5-7B, Retention Ratio=20%2026.068.7
ElasticCacheModel=LLaVA-1.5-7B, Retention Ratio=10%2026.068.4
H2OModel=LLaVA-1.5-7B, Retention Ratio=10%2026.068
PrefixKVModel=LLaVA-1.5-7B, Retention Ratio=10%2026.067.9
SnapKVModel=LLaVA-1.5-7B, Retention Ratio=10%2026.060.9