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End-to-end Question Answering on FinSlides

85.5Overall Score

SlideAgent

Updated 1mo ago

Evaluation Results

Method	Links
SlideAgent 2025.10		85.5	85.9	79.6
VDocRAG 2025.10		83.5	83.8	64.2
ViDoRAG 2025.10		82.2	83.3	65.1
COLPALI 2025.10		80.9	81.5	62.7
GPT-4o 2025.10		80	80.8	62.1
VisRAG 2025.10		79.2	81.1	75.8
Gemini-2.5-Flash 2025.10		76.2	75.8	100
Gemini-2.0-Flash 2025.10		70.8	70.6	77.8
SlideAgent 2025.10		63.3	62.8	68.3
Qwen2.5-VL-32B-Instruct 2025.10		57.4	56.6	87.5
Gemini-2.5-Flash-Lite 2025.10		57	56.6	68.3
Claude-4.1-Opus 2025.10		56.5	54.8	73.3
Qwen2.5-VL-7B-Instruct 2025.10		53.6	52.5	85.7
ViDoRAG 2025.10		52.7	55.4	66.6
VDocRAG 2025.10		51.8	50.1	65.9
VisRAG 2025.10		51.1	49.6	65.2
COLPALI 2025.10		50.4	49.3	65.7
InternVL3-8B 2025.10		49.8	49.5	64.3
Phi-3-vision-128k-instruct 2025.10		48.8	48.5	64.3
Claude-3.5-Haiku 2025.10		48.5	49.5	29.6
llava-v1.6-vicuna-13b-hf 2025.10		32	31.3	64.3
Llama-3.2-11B-Vision-Instruct 2025.10		23.3	23.2	26.2
llava-1.5-13b-hf 2025.10		20.6	16.5	36.7
llava-v1.6-mistral-7b-hf 2025.10		12.2	12.1	17.8
llava-1.5-7b-hf 2025.10		10.7	10.1	16.6