Automatic Speech Recognition on ASR-ZH
93.7WARFull KV
Evaluation Results
| Method | Links | |
|---|---|---|
| Full KVModel=Qwen3-Omni-30B-A3B-Instruct, KV-cache retention ratio=1.02026.04 | 93.7 | |
| AdaKVModel=Qwen3-Omni-30B-A3B-Instruct, KV-cache retention ratio=0.82026.04 | 93.6 | |
| Full KVModel=Qwen2.5-Omni-7B, KV-cache retention ratio=1.02026.04 | 93.5 | |
| AudioKVModel=Qwen3-Omni-30B-A3B-Instruct, KV-cache retention ratio=0.82026.04 | 93.5 | |
| AudioKVModel=Qwen2.5-Omni-7B, KV-cache retention ratio=0.82026.04 | 93.1 | |
| AudioKVModel=Qwen2.5-Omni-7B, KV-cache retention ratio=0.62026.04 | 93.1 | |
| AudioKVModel=Qwen3-Omni-30B-A3B-Instruct, KV-cache retention ratio=0.62026.04 | 93 | |
| Full KVModel=Qwen2.5-Omni-3B, KV-cache retention ratio=1.02026.04 | 91.8 | |
| AudioKVModel=Qwen2.5-Omni-3B, KV-cache retention ratio=0.82026.04 | 91.7 | |
| AudioKVModel=Qwen2.5-Omni-3B, KV-cache retention ratio=0.62026.04 | 90.8 | |
| SnapKVModel=Qwen2.5-Omni-7B, KV-cache retention ratio=0.82026.04 | 61.1 | |
| PyramidKVModel=Qwen3-Omni-30B-A3B-Instruct, KV-cache retention ratio=0.82026.04 | 56.8 | |
| Full KVModel=Gemma-3n-E4B, KV-cache retention ratio=1.02026.04 | 47.3 | |
| AudioKVModel=Gemma-3n-E4B, KV-cache retention ratio=0.82026.04 | 45.4 | |
| AudioKVModel=Gemma-3n-E4B, KV-cache retention ratio=0.62026.04 | 44.5 | |
| SnapKVModel=Gemma-3n-E4B, KV-cache retention ratio=0.82026.04 | 44.4 | |
| AudioKVModel=Gemma-3n-E4B, KV-cache retention ratio=0.42026.04 | 39.3 | |
| AudioKVModel=Gemma-3n-E2B, KV-cache retention ratio=0.82026.04 | 36.3 | |
| Full KVModel=Gemma-3n-E2B, KV-cache retention ratio=1.02026.04 | 35.6 | |
| AudioKVModel=Gemma-3n-E2B, KV-cache retention ratio=0.62026.04 | 34.6 | |
| AudioKVModel=Gemma-3n-E2B, KV-cache retention ratio=0.42026.04 | 31.2 | |
| SnapKVModel=Qwen2.5-Omni-3B, KV-cache retention ratio=0.82026.04 | 0 | |
| SnapKVModel=Qwen2.5-Omni-3B, KV-cache retention ratio=0.62026.04 | 0 | |
| SnapKVModel=Qwen2.5-Omni-3B, KV-cache retention ratio=0.42026.04 | 0 | |
| AdaKVModel=Qwen2.5-Omni-3B, KV-cache retention ratio=0.82026.04 | 0 | |
| AdaKVModel=Qwen2.5-Omni-3B, KV-cache retention ratio=0.62026.04 | 0 | |
| AdaKVModel=Qwen2.5-Omni-3B, KV-cache retention ratio=0.42026.04 | 0 | |
| PyramidKVModel=Qwen2.5-Omni-3B, KV-cache retention ratio=0.82026.04 | 0 | |
| PyramidKVModel=Qwen2.5-Omni-3B, KV-cache retention ratio=0.62026.04 | 0 | |
| PyramidKVModel=Qwen2.5-Omni-3B, KV-cache retention ratio=0.42026.04 | 0 | |
| H2OModel=Qwen2.5-Omni-3B, KV-cache retention ratio=0.82026.04 | 0 | |
| H2OModel=Qwen2.5-Omni-3B, KV-cache retention ratio=0.62026.04 | 0 | |
| H2OModel=Qwen2.5-Omni-3B, KV-cache retention ratio=0.42026.04 | 0 | |
| AudioKVModel=Qwen2.5-Omni-3B, KV-cache retention ratio=0.42026.04 | 0 |