Remote Sensing Image Captioning on Geo170K benchmark leaderboard · SOTA2 Research

Remote Sensing Image Captioning on Geo170K

0.6098BLEU-1FFT

Evaluation Results

Method	Links
FFT2026.04		0.6098	0.5526	2.3109	0.5627	0.4667	2,172.37	0.5693	0.6451
S-GRPO(wo CGI)2026.04		0.6086	0.5525	2.3087	0.5627	0.5111	2,222.08	0.6231	0.7098
S-GRPO2026.04		0.6075	0.5525	2.3008	0.5626	0.5211	2,322.45	0.643	0.7285
SFT → GRPON2026.04		0.6012	0.5504	2.2896	0.5629	0.4767	2,199.34	0.5801	0.6594
RCPA2026.04		0.5998	0.5501	2.2821	0.5623	0.5122	2,315.37	0.6414	0.7278
CFFT2026.04		0.5719	0.5091	1.8827	0.5079	0.5078	2,199.59	0.5888	0.6676
GCPO2026.04		0.5689	0.5306	2.0324	0.5487	0.5089	2,203.65	0.5996	0.6857
GRPON2026.04		0.4086	0.3431	0.3543	0.335	0.5122	2,320.54	0.6414	0.7062
BASE2026.04		0.3859	0.3014	0.274	0.2901	0.5122	2,333.36	0.6211	0.7038
DAPO2026.04		0.3835	0.3189	0.2776	0.2989	0.5111	2,319.25	0.6285	0.711
GRPO2026.04		0.3799	0.3113	0.2661	0.2878	0.5022	2,346.08	0.6373	0.7131
PEFT2026.04		0.0901	0.1192	0.0009	—	0.6089	2,449.59	0.536	0.6535