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ResearchFormerly WizWand

Image Captioning on COCO (COCO Metric)

15.8COCO ScoreKVCapsule
5.5048.17710.8513.523May 14, 2026
Updated 5mo ago

Evaluation results

MethodLinks
KVCapsuleVLM Backbone=Qwen3-VL-8B-Instruct2026.0515.8
Baseline: all KVVLM Backbone=Qwen3-VL-8B-Instruct2026.0515.7
PrumergeVLM Backbone=Qwen3-VL-8B-Instruct2026.0515.7
SparseVLMsVLM Backbone=Qwen3-VL-8B-Instruct2026.0515.6
SparseVLMsVLM Backbone=llava-v1.6-mistral-7b-hf2026.0515.6
Baseline: all KVVLM Backbone=Qwen2.5-VL-7B-Instruct2026.0515.4
SparseVLMsVLM Backbone=Qwen2.5-VL-7B-Instruct2026.0515.4
PrumergeVLM Backbone=Qwen2.5-VL-7B-Instruct2026.0515.4
FastVVLM Backbone=llava-v1.6-mistral-7b-hf2026.0515.24
FastVVLM Backbone=Qwen2-VL-7B-Instruct2026.0515
Baseline: all KVVLM Backbone=llama3-llava-next-8b-hf2026.0514.7
KVCapsuleVLM Backbone=llama3-llava-next-8b-hf2026.0514.7
FastVVLM Backbone=llama3-llava-next-8b-hf2026.0514.5
KVCapsuleVLM Backbone=llava-v1.6-mistral-7b-hf2026.0514.42
KVCapsuleVLM Backbone=Qwen2-VL-7B-Instruct2026.0514.4
KVCapsuleVLM Backbone=Qwen2.5-VL-7B-Instruct2026.0514.4
SparseVLMsVLM Backbone=llama3-llava-next-8b-hf2026.0514.4
Baseline: all KVVLM Backbone=llava-v1.6-mistral-7b-hf2026.0514.39
PrumergeVLM Backbone=llava-v1.6-mistral-7b-hf2026.0514.3
PrumergeVLM Backbone=llama3-llava-next-8b-hf2026.0514.3
Baseline: all KVVLM Backbone=Qwen2-VL-7B-Instruct2026.0514.28
SparseVLMsVLM Backbone=Qwen2-VL-7B-Instruct2026.0514.28
PrumergeVLM Backbone=Qwen2-VL-7B-Instruct2026.0514.28
FastVVLM Backbone=Qwen3-VL-8B-Instruct2026.058.01
FastVVLM Backbone=Qwen2.5-VL-7B-Instruct2026.055.9