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Image Captioning on TextCaps (test)

164.3CIDEr

PaLI-3

Updated 2d ago

Evaluation Results

Method	Links
PaLI-3 2024.11		164.3	-	-	-	-
PaLI 2022.09		160.4	-	-	-	-
PaLI 2022.10		160.4	-	-	-	-
PaLI 2023.05		160.4	-	-	-	-
PaLI-X-55B 2023.11		147	-	-	-	-
GIT2 2022.09		145	-	-	-	-
GIT2 2022.10		145	-	-	-	-
GIT2 2023.11		145	-	-	-	-
GIT2 2022.05		145	33.8	27	53	20.2
GIT2 2022.05		145	-	-	-	-
CogVLM 2023.11		144.9	-	-	-	-
GIT 2022.09		138.2	-	-	-	-
GIT 2023.11		138.2	-	-	-	-
GIT 2022.05		138.2	-	-	-	-
GIT 2022.05		138.2	33.1	26.2	52.2	19.6
GIT 2022.05		138.2	-	-	-	-
PaLI-17B 2023.11		135.4	-	-	-	-
BLIP-2-OPT-2.7B + Ours 2024.11		135.2	-	-	-	-
BLIP-2-OPT-2.7B + UReader 2024.11		126.3	-	-	-	-
Human 2022.05		125.5	-	-	-	-
Human 2022.05		125.5	24.4	26.1	47	18.8
Human 2023.11		125.1	-	-	-	-
HVFA 2024.11		123.1	-	-	-	-
mPLUG-Owl-7B + Ours 2024.11		123.1	-	-	-	-
mPLUG-Owl-7B + UReader 2024.11		118.4	-	-	-	-
TAP 2022.05		109.7	-	-	-	-
TAP 2022.05		109.7	22.9	22	46.5	14.6
Prior SOTA 2022.05		109.7	-	-	-	-
TAP 2022.05		103.2	-	-	-	-
TAP 2022.05		103.2	21.9	21.8	45.6	14.6
Pix2Struct Large 2022.10		95.5	-	-	-	-
Pix2Struct 2023.05		95.5	-	-	-	-
Pix2Struct Large 2024.11		95.5	-	-	-	-
DUBLIN 2023.05		92.8	-	-	-	-
DUBLIN 2023.05		92.8	-	-	-	-
Pix2Struct Base 2022.10		88	-	-	-	-
Pix2Struct Base 2024.11		88	-	-	-	-
Anc.-Cap. 2022.05		87.4	-	-	-	-
Anc.-Cap. 2022.05		87.4	20.7	20.7	44.6	13.4
M4C-Cap. 2022.05		81	-	-	-	-
M4C-Cap. 2022.05		81	18.9	19.8	43.2	12.8
Donut 2022.10		74.4	-	-	-	-
Donut 2023.05		74.4	-	-	-	-
Donut 2024.11		74.4	-	-	-	-
Monkey 2024.11		67.6	-	-	-	-
Qwen-VL 2024.11		63.8	-	-	-	-
AoANet 2022.05		34.6	-	-	-	-
AoANet 2022.05		34.6	15.9	16.6	40.4	10.5
BUTD 2022.05		33.8	-	-	-	-
BUTD 2022.05		33.8	14.9	15.2	39.9	8.8