Image Captioning on Flickr 30k (BLEU-1 to 4, METEOR, ROUGE, CIDEr, SPICE) benchmark leaderboard · SOTA2 Research

Image Captioning on Flickr 30k (BLEU-1 to 4, METEOR, ROUGE, CIDEr, SPICE)

0.364BLEU-4Proposed Model

Evaluation Results

Method	Links
Proposed Model2026.06		0.364	0.733	0.438	0.267	0.368	0.568	0.723	0.199
Scene Graph2026.06		0.338	—	—	—	0.243	0.479	0.682	0.184
Multimodal2026.06		0.333	0.758	0.587	0.445	0.245	—	—	—
ADA2026.06		0.324	0.794	0.596	0.437	0.283	0.608	0.946	0.188
GNN-Visual2026.06		0.322	0.752	0.541	0.406	0.245	0.525	0.646	—
GAT2026.06		0.308	0.744	0.567	0.418	0.234	—	0.68	—
TopDown2026.06		0.308	0.737	—	—	0.232	—	0.706	0.176
RFT2026.06		0.306	0.716	—	—	0.237	0.516	0.733	0.174
High-Order2026.06		0.301	0.732	—	—	0.229	0.508	0.65	0.168
SCST2026.06		0.301	0.734	—	—	0.226	—	0.693	0.168
AoA2026.06		0.297	0.728	—	—	0.223	0.501	0.643	0.166
TBDATN2026.06		0.295	0.765	0.589	0.445	0.258	0.602	0.702	—
DRET2026.06		0.288	0.705	0.527	0.39	0.226	0.498	0.636	—
TAKG2026.06		0.265	0.683	—	—	0.219	0.48	0.575	0.163