Future Event Prediction on FutureBench (test) benchmark leaderboard · SOTA2 Research

Future Event Prediction on FutureBench (test)

80.91-Hop ScoreQwen2.5-VL-7B CoE-GRPO

Evaluation Results

Method	Links
Qwen2.5-VL-7B CoE-GRPO2026.03		80.9	83.9	71.6	71.4	75
Qwen2.5-VL-3B CoE-GRPO2026.03		71.1	73.6	69.7	64.6	68.28
Qwen2.5-VL-3B CoE-SFT2026.03		68.8	75.1	55.7	60.5	63.6
Qwen2.5-VL-7B CoE-SFT2026.03		67.6	74.1	62.2	63.2	65.72
Qwen2.5-VL-32B2026.03		66.5	62.7	63.2	55.2	59.94
Qwen2.5-VL-7B (NEP) GRPO2026.03		66.2	69.9	63.7	68.1	67.28
Qwen3-VL-30B-A3B2026.03		65.3	70.5	76.1	62.2	66.86
Qwen2.5-VL-3B (NEP) GRPO2026.03		63	65.3	63.7	67.1	65.45
GPT-4o2026.03		61.9	61.7	72.1	51.6	59.04
Qwen2.5-VL-7B (NEP) SFT2026.03		60.7	74.2	66.2	65	64.39
GPT-52026.03		59.6	57.3	62.6	55.6	57.92
MiMo-VL-7B2026.03		59	59.6	50.5	43.8	50.45
Qwen2.5-VL-7B Instruct2026.03		57.2	57	50.2	50.7	52.94
Qwen2.5-VL-72B2026.03		55.5	68.4	63.7	53.2	58.33
InternVL3-8B2026.03		54.3	58	63.2	54.4	56.72
Qwen2.5-VL-3B (NEP) SFT2026.03		53.2	57	59.2	59.3	57.86
LLavA-NeXT-Video2026.03		48.8	49.3	40	44.4	45.24
Qwen2.5-VL-3B Instruct2026.03		45.1	50.8	44.3	45.8	46.3
Kimi-VL-A3B2026.03		44.3	42.8	51.3	51.9	48.87
GLM-4.1V-9B2026.03		29.9	41.9	52.2	47.3	44.38