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71.95Text-Match Accuracy

PPoT + Qwen2.5 VL

Updated 1mo ago

Evaluation Results

Method
PPoT + Qwen2.5 VL 2026.04	71.95	-	-	-	-
Qwen2.5 VL 2026.04	69.92	-	-	-	-
Gemini-2.5-Pro 2026.04	69.1	88.6	7.45	-	-
PPoT + Qwen2.5 VL 2026.04	64.84	-	-	-	-
CharTide-8B 2026.04	64.6	91.7	5.93	-	-
Qwen2.5 VL 2026.04	63.86	-	-	-	-
MM-ReCoder 2026.04	63.2	88.6	-	-	4.62
MM-ReCoder-Single 2026.04	62.8	89.4	-	-	5.1
MM-ReCoder 2026.04	62.7	98.5	-	-	5.24
MM-ReCoder 2026.04	62.2	97.7	-	-	5.17
GPT-5 2026.04	61.9	87.8	7.28	-	-
Qwen3-VL-235B-A22B 2026.04	60.9	90.2	-	-	5.93
Qwen3-VL-235B-A22B 2026.04	60.4	91.7	-	-	5.79
GPT-4o (reproduced) 2026.04	59.8	82.6	-	-	5.42
CharTide-7B 2026.04	59.6	89.4	5.6	-	-
GPT-4o (reproduced) 2026.04	58.4	90.2	-	-	6.12
CharTide-7B-SFT 2026.04	58.2	88.6	5.17	-	-
CharTide-8B-SFT 2026.04	58.1	86.4	5.46	-	-
GPT-4V 2026.02	57.7	84.1	6.48	-	-
GPT-4V 2026.04	57.7	84.1	-	5.58	-
Claude-3-opus 2026.02	57.5	84.1	4.37	-	-
Claude-3-opus 2026.04	57.5	84.1	-	3.8	-
GPT-4o 2026.02	56.3	88.6	5.71	-	-
GPT-4o 2026.04	56.3	88.6	-	5.71	-
Qwen2.5-VL-72B 2026.04	55.4	87.1	-	-	4.96
ChartSpec + 4k 2026.02	55.3	88.7	6.32	-	-
Qwen2.5-VL-72B 2026.04	55	82.6	-	-	4.67
ChartCoder 2026.02	54.5	87.9	4.5	-	-
ChartCoder 2026.04	54.5	87.9	-	4.5	3.45
GeminiProVision 2026.02	53.6	68.2	5.06	-	-
GeminiProVision 2026.04	53.6	68.2	-	3.69	-
ChartMaster-7B 2026.04	53.6	89.4	4.73	-	-
Qwen2-VL-72B 2026.02	53.4	72	4.26	-	-
Qwen2-VL-72B 2026.04	53.4	72	-	4.26	-
GPT-4o 2026.04	52.6	87.1	5.66	-	-
ChartSpec + 3k 2026.02	50.3	86.4	6.28	-	-
VinciCoder-8B 2026.04	49.8	85.6	4.49	-	-
Qwen3-VL-8B 2026.04	49	73.5	-	-	4.11
Qwen2.5-VL-7B 2026.04	47.8	75	-	-	3.51
Qwen2.5-VL-7B(backbone) 2026.02	47.1	73.5	4.71	-	-
Qwen3-VL-8B 2026.04	46.8	84.1	-	-	4.31
Qwen3-VL-30B-A3B 2026.04	46.7	87.1	4.85	-	-
InternVL2-Llama3-76B 2026.02	46.6	85.6	3.89	-	-
InternVL2-Llama3-76B 2026.04	46.6	85.6	-	3.89	-
Qwen3-VL-235B-A22B 2026.04	46.2	84.8	5.19	-	-
TinyChart 2026.02	44.6	43.2	2.19	-	-
TinyChart 2026.04	44.6	43.2	-	2.19	-
Qwen2.5-VL-7B 2026.04	43.8	78.5	-	-	3.25
InternVL2-26B 2026.02	43.1	81.3	3.42	-	-
InternVL2-26B 2026.04	43.1	81.3	-	3.42	-
PPoT + Qwen2.5 VL 2026.04	42.48	-	-	-	-
PPoT + Qwen2.5 VL 2026.04	41.89	-	-	-	-
ChartLlama 2026.02	40.3	58.4	2.32	-	-
ChartLlama 2026.04	40.3	58.4	-	2.32	-
Qwen2.5 VL 2026.04	39.44	-	-	-	-
LLaVA-Next-Mistral-7B 2026.02	38.7	72	3.06	-	-
LLaVA-Next-Mistral-7B 2026.04	38.7	72	-	2.87	-
MiniCPM-Llama3-V2.5 2026.02	37.3	76.3	2.61	-	-
MiniCPM-Llama3-V2.5 2026.04	37.3	76.3	-	2.61	-
InternVL2-8B 2026.02	37.1	77.3	2.78	-	-
InternVL2-8B 2026.04	37.1	77.3	-	2.78	-
Qwen2.5 VL 2026.04	36.7	-	-	-	-
Qwen3-VL-8B 2026.04	36.3	76.5	3.91	-	-
MSRL-7B-SFT 2026.04	34.7	77.3	3.71	-	-
Qwen2-VL-7B 2026.02	33.8	68.2	3.1	-	-
Qwen2-VL-7B 2026.04	33.8	68.2	-	3.1	-
Qwen2.5-VL-7B 2026.04	33.7	68.9	3.04	-	-
VinciCoder-7B 2026.04	33.6	68.9	3.39	-	-
Qwen2.5-VL-72B 2026.04	33.2	59.3	3.61	-	-
DeepSeek-VL-7B 2026.02	32.6	64.4	3.69	-	-
DeepSeek-VL-7B 2026.04	32.6	64.4	-	2.26	-
MSRL-7B 2026.04	31.9	62.9	3.24	-	-
ChartCoder-7B 2026.04	31.1	68.9	2.73	-	-