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Event Sequencing on VECTOR L1 (Ne=4) 1.0 (test)

90EM Score

Human

Updated 4d ago

Evaluation Results

Method	Links
Human 2025.12		90	92.5	92.5	92.5
Human 2025.12		85	95	95	95
GPT-4o 2025.12		83.33	85.33	85.5	85.5
Gemini 1.5 Pro 2025.12		80.67	82.33	82.5	82.5
GPT-4o 2025.12		80	93.25	94.42	94.5
Gemini 1.5 Pro 2025.12		78	88.5	90.08	90.25
MECoT 2025.12		55.67	60.67	67.67	70.17
MECoT 2025.12		41.67	70.33	80.17	84
LV-OV 2025.12		40.33	49.17	53.83	56
NVILA 2025.12		29	37.33	41.67	42.33
V-LM2 2025.12		24.67	30.33	36.17	36.33
LongVU 2025.12		24.33	31.83	36.33	36.83
LV-OV 2025.12		23	53	73.25	81.08
NVILA 2025.12		20	52.5	71.58	78.5
LongVU 2025.12		12.67	51	67.25	73.08
LongVA 2025.12		11.33	15.17	18.67	18.83
LongLV 2025.12		9.33	12.17	14.33	14.67
VILA-1.5 2025.12		4.67	7.33	9.5	9.5
Chance 2025.12		2.94	5.56	8.24	8.33
V-LM2 2025.12		2.33	27.92	55.08	75.5
LongVA 2025.12		1.33	32.92	54.42	63.25
Oryx 2025.12		0.67	0.83	0.83	0.83
VILA-1.5 2025.12		0.33	9.92	27.67	32.5
Chance 2025.12		0	5	17.18	20
Oryx 2025.12		0	22.33	28.75	29.67
LongLV 2025.12		0	9.42	26.92	32.92