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Image Captioning on MS-COCO Karpathy 2014 (test)

41.3BLEU-4

GIT

Updated 3d ago

Evaluation Results

Method	Links
GIT 2023.05		41.3	139.1	-	30.4	-	24.3
ViTCap 2023.05		41.2	138.1	-	30.1	-	24.1
HAAV 2023.05		41	141.5	-	30.2	-	23.9
VinVL 2023.05		40.9	140.4	-	30.9	-	25.1
Oscar 2023.05		40.5	137.6	-	29.7	-	22.8
X-VLM 2023.05		40.4	139.3	-	-	-	-
CLIP-ViL 2023.05		40.2	134.2	-	29.7	-	23.8
DLCT 2023.05		39.8	133.8	-	29.5	-	23
Xmodal-Ctx 2023.05		39.7	135.9	-	30	-	23.7
VLP 2023.05		39.5	129.3	-	29.3	-	23.2
X-LAN 2023.05		39.5	132	-	29.5	-	23.4
M² 2023.05		39.1	131.2	-	29.1	-	22.6
SimVLMbase 2023.05		39	134.8	-	32.9	-	24
AoANet 2023.05		38.9	129.8	-	29.2	-	22.4
Up-Down 2023.05		36.3	120.1	-	27.7	-	21.4
SCST 2023.05		34.2	114	-	26.7	-	-
3 LBL ensemble 2015.02		26.7	-	-	-	-	-
2 LBL ensemble 2015.02		25.9	-	-	-	-	-
Single LBL 2015.02		25.1	-	-	-	-	-
Hard-Attention LSTM 2015.02		25	-	-	-	-	-
10 LSTM ensemble 2015.02		24.4	-	-	-	-	-
Human Expert LBL 2015.02		24.3	-	-	-	-	-
Regularized LSTM 2015.02		24.3	-	-	-	-	-
Soft-Attention LSTM 2015.02		24.3	-	-	-	-	-
Flamingo 2024.02		-	79.4	-	-	-	-
Flamingo 2024.02		-	84.3	-	-	-	-
Emu 2024.02		-	112.4	-	-	-	-
DreamLLM 2024.02		-	115.4	-	-	-	-
InstructBLIP 2024.02		-	102.2	-	-	-	-
SEED-LLaMA 2024.02		-	123.6	-	-	-	-
AnyGPT 2024.02		-	107.5	-	-	-	-