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NeFo Benchmark
We introduce RS-Neg, the first benchmark for evaluating negation understanding in remote sensing MLLMs across region-level to scene-level tasks. The benchmark includes VQA, MCQ, referring expression grounding, FloodNet, and scene classification annotations, covering both negated and non-negated evaluation settings.
Github Link: mumu011/NeFo.git
Image Sources
This repository contains annotation files only. The related images should be downloaded from the original dataset sources:
| Dataset | Image download/source |
|---|---|
| FloodNet | BinaLab/FloodNet-Challenge-EARTHVISION2021 |
| NWPU | https://gcheng-nwpu.github.io/#Datasets |
| RSICD | 201528014227051/RSICD_optimal |
| Sydney | 201528014227051/RSICD_optimal |
| VRSBench | lx709/VRSBench |
| UCMerced | http://weegee.vision.ucmerced.edu/datasets/landuse.html |
| AID | https://captain-whu.github.io/AID/ |
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