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Video Retrieval on UVRB (test)

58.7AVG Score

Embed-RL-2B

Updated 1mo ago

Evaluation Results

Method	Links
Embed-RL-2B 2026.02		58.7	61.1	20.1	70.3	59.1	54.6	86.9	87.2	43	40.6
Embed-RL-4B 2026.02		58.5	62	18.4	70.3	60.7	55.6	86.1	87.9	46	40.6
GVE 2026.04		57.3	65.7	31.2	65.7	58.7	57	81.4	82.1	46.9	41.9
GVE-3B 2026.02		57.1	61.9	30.4	64.7	55.2	54.1	76.4	81.6	43	37.7
GME-7B 2026.02		56.2	60.4	34.1	61.5	51.8	50.7	78.8	74.9	37.3	39.8
Unite-7B 2026.02		55.9	60.9	25.4	66.6	54.1	53.9	74.6	77.9	41.2	42.5
RIME 2026.04		55.6	60.8	22	67.5	56.2	54	81.6	79.9	43.6	41.3
UME-R1 2026.04		54.6	59.1	15.9	66.4	55.5	53.9	82.5	82.5	42.7	41.8
UniME-7B 2026.02		54.2	56.1	30.8	70.2	50	51.8	66.4	78.5	39.6	37.3
VLM2Vec-V2 2026.02		53.8	58.7	26.3	61.3	49.8	50.2	76.2	80.9	34.8	34.8
B3-7B 2026.02		53.8	57	27	67.8	48.2	50.5	72.2	79.7	36.4	35.5
Unite 2026.04		53.8	60.9	25.4	66.6	54.1	53.9	74.6	77.9	41.2	42.5
GME 2026.04		53	60.4	34.1	61.5	51.8	50.7	78.8	74.9	37.3	39.8
UniME 2026.04		52.1	56.1	30.8	70.2	50	51.8	66.4	78.5	39.6	37.3
B3 2026.04		51.1	57	27	67.8	48.2	50.5	72.2	79.7	36.4	35.5
VideoCLIP-XL 2026.02		51	55	22.7	63.2	55.8	49.3	60	78.7	38.1	31
LanguageBind 2026.02		50.8	54.3	23.1	64.5	53.9	47.9	61	72.3	37.8	33.6
VLM2Vec-V2 2026.04		50.8	58.7	26.3	61.3	49.8	50.2	76.2	80.9	34.8	34.8
Unite-2B 2026.02		50.7	53.6	24.2	65.4	45.5	47.1	68.1	72.5	34.7	34.1
BGE-VL 2026.02		48	49.7	26.8	62.2	44.8	40.6	63.6	66.4	29.2	26.1
Unite 2026.04		48	53.6	24.2	65.4	45.5	47.1	68.1	72.5	34.7	34.1
InternVideo2-6B 2026.02		44.5	44.8	22	66	50.4	41.7	42.3	63.1	40	22
BGE-VL 2026.04		44.3	49.7	26.8	62.2	44.8	40.6	63.6	66.4	29.2	26.1
InternVideo2-1B 2026.02		42	42.2	24.8	58.1	48	40.3	38.3	60.6	41.3	18.9
CLIP4Clip 2026.02		41.6	40.1	17.8	71.4	38	36	46.3	55.9	28.5	23.6
GME-2B 2026.02		41.6	53.9	34.5	59.7	46.1	47.1	68.5	71.6	34.9	34.7
ViCLIP 2026.02		37.5	33.6	26.3	64	38	31.5	31.3	48.4	28.9	17.1
ViCLIP 2026.04		35.2	33.6	26.3	64	38	31.5	31.3	48.4	28.9	17.1