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Series Comparison on MCQ2

67AccuracyLLATISA
7.7223.1138.553.89Apr 19, 2026

Evaluation results

MethodLinks
LLATISAModality=Vision (plot + num)2026.0467
ChatTSModality=Time Series2026.0459
Qwen3-VL-8BModality=Vision + Text (w/ index)2026.0454
Qwen3-VL-8BModality=Vision + Text (w/o index)2026.0452
GPT-4oModality=Vision + Text (w/o index)2026.0449
GPT-4oModality=Vision + Text (w/ index)2026.0448
GPT-4oModality=Vision (plot + num)2026.0447
Qwen3-VL-8BModality=Vision (plot + num)2026.0447
GPT-4oModality=Text (w/o index)2026.0443
Time-R1Modality=Text (w/o index)2026.0443
Qwen3-VL-8BModality=Vision (plot)2026.0441
GPT-4oModality=Vision (plot)2026.0439
Qwen3-8BModality=Text (w/o index)2026.0436
OpenTSLMModality=Time Series2026.0413
Time-MQAModality=Text (w/o index)2026.0410