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190CIDEr

UniVL + MELTR

Updated 2d ago

Evaluation Results

Method	Links
UniVL + MELTR 2023.03		190	17.92	47.04	22.56	-	24.12
UniVL 2023.03		181	17.35	46.52	22.35	-	23.87
UniVL 2022.05		176.8	16.6	45.7	21.6	106.2	-
Pretrained FT SOTA 2022.04		138.7	-	-	-	-	-
UniVL + MELTR 2023.03		138	11.98	41.28	18.19	-	17.35
COSA (1.2B) 2023.06		131.3	10.1	-	-	-	-
GIT2 2023.06		131.2	9.4	-	-	-	-
VALUE 2023.06		130.3	12.4	-	-	-	-
GIT 2023.06		129.8	10.3	-	-	-	-
UniVL 2023.03		127	11.17	40.09	17.57	-	16.46
UniVL 2022.05		127	11.2	40.1	17.6	70.2	-
COSA-L 2023.06		125.8	10.2	-	-	-	-
Flamingo(80B) 2023.06		118.6	-	-	-	-	-
AT+Video 2023.03		112	-	36.65	17.77	-	9.01
VidIL 2022.05		111.6	10.7	35.9	19.4	75.3	-
SWINBERT 2021.11		109	-	-	-	-	-
COSA-B 2023.06		106.2	8.6	-	-	-	-
COSA-B 2023.06		100.9	7.8	-	-	-	-
Flamingo 2022.04		86.8	-	-	-	-	-
Flamingo-80B 2022.05		84.2	-	-	-	-	-
Flamingo-9B 2022.04		77.3	-	-	-	-	-
Flamingo-3B 2022.04		76.7	-	-	-	-	-
Flamingo 2022.04		74.5	-	-	-	-	-
Flamingo-3B 2022.05		73.2	-	-	-	-	-
Flamingo-9B 2022.04		70.8	-	-	-	-	-
ActBERT 2023.03		65	5.41	30.56	13.3	-	8.66
Flamingo-3B 2022.04		64.6	-	-	-	-	-
CBT 2023.03		64	5.12	30.44	12.97	-	-
Flamingo 2022.04		60.1	-	-	-	-	-
COOT 2023.03		57	11.3	37.94	19.85	-	17.97
Flamingo-3B 2022.04		55.8	-	-	-	-	-
Flamingo-9B 2022.04		55	-	-	-	-	-
VideoBERT 2023.03		55	4.33	28.8	11.94	-	7.59
SOTA 2021.11		53.6	-	-	-	-	-
UniVL 2022.05		48.6	4.3	26.4	12.2	26	-
VideoBERT 2023.03		47	3.81	27.14	10.81	-	6.33
EMT 2023.03		38	4.38	27.44	11.55	-	7.53
UniVL 2022.05		34.1	3.3	25.3	11.6	13.3	-
VidIL 2022.05		27	2.6	22.9	9.5	33.3	-
Zero/Few shot SOTA 2022.04		11.6	-	-	-	-	-
BLIP 2022.05		11.5	0.7	9	3.4	23.9	-
BLIP_cap 2022.05		9.4	3.7	8.6	3.8	22.8	-
DPC 2023.03		-	2.76	-	18.08	-	7.6