Image Captioning on COCO c5 references online (test) benchmark leaderboard · SOTA2 Research

Image Captioning on COCO c5 references online (test)

82.9BLEU-1DSCT

Evaluation Results

Method	Links
DSCT2026.01		82.9	67.7	53.1	40.6	30.2	59.9	133.1
DLCT2026.01		82	66.9	52.3	40.2	29.5	59.4	131
X-Transformer2020.03		81.9	66.9	52.4	40.3	29.6	59.5	131.1
S2-Transformer2026.01		81.9	66.7	52.1	40	29.5	59.2	131.5
RSTNet2026.01		81.7	66.5	51.8	39.7	29.3	59.2	130.1
HIP2020.03		81.6	66.2	51.5	39.3	28.8	59	127.9
M2 Transformer2026.01		81.6	66.4	51.8	39.7	29.4	59.2	129.3
X-LAN2020.03		81.4	66.5	52	40	29.7	59.5	130.2
X-Transformer2020.03		81.3	66.3	51.9	39.9	29.5	59.3	129.3
X-Transformer2026.01		81.3	66.3	51.9	39.9	29.5	59.3	129.3
ETAI2026.01		81.2	65.5	50.9	38.9	28.6	58.6	122.1
X-LAN2020.03		81.1	66	51.5	39.5	29.4	59.2	128
SGAE2020.03		81	65.6	50.7	38.5	28.2	58.6	123.8
AoANet2020.03		81	65.8	51.4	39.4	29.1	58.9	126.9
SGAE2026.01		81	65.6	50.7	38.5	28.2	58.6	123.8
AoANet2026.01		81	65.8	51.4	39.4	29.1	58.9	126.9
GCN-LSTM2020.03		80.8	65.5	50.8	38.7	28.5	58.5	125.3
GCN-LSTM2026.01		80.8	65.5	50.8	38.7	28.5	58.5	125.3
RFNet2020.03		80.4	64.9	50.1	38	28.2	58.2	122.9
RFNet2026.01		80.4	64.9	50.1	38	28.2	58.2	122.9
Up-Down2020.03		80.2	64.1	49.1	36.9	27.6	57.1	117.9
Up-Down2026.01		80.2	64.1	49.1	36.9	27.6	57.1	117.9
LSTM-A2020.03		78.7	62.7	47.6	35.6	27	56.4	116
SCST2026.01		78.1	61.9	47.9	35.2	27	56.3	114.7