{"apiVersion":"v1","taxonomyVersion":1,"generatedAt":"2026-10-29T15:42:01.026Z","data":{"recordId":"wsa_4au6cxe2f6he","score":1,"confidence":"high","capped":false,"capReason":null,"sources":[{"n":1,"url":"https://huggingface.co/RL-MIND/UHR-BAT2","publisher":"Hugging Face","authority":"owner-controlled","verification":"verified","lastRetrievedAt":"2026-10-28T00:39:38.860Z","detectedPublishedAt":"2026-10-13T09:09:39.000Z","rights":"original"}],"claims":[{"id":"2d7e776a-2e28-407d-8f1c-b9a7fa90ef27","kind":"capability","statement":"UHR-BAT2 is fine-tuned for remote-sensing visual question answering.","citations":[{"source":1,"supportProbability":0.98,"supports":true,"quote":{"text":"**A Qwen3-VL-8B model fine-tuned for remote-sensing visual question answering.**","rights":"original"}}]},{"id":"67890a99-4bb7-4244-915a-78aeb672ff25","kind":"availability","statement":"The released checkpoint is qwen3vl-8b-geollava-ft3-selected-10k.","citations":[{"source":1,"supportProbability":0.99,"supports":true,"quote":{"text":"The released checkpoint is `qwen3vl-8b-geollava-ft3-selected-10k`.","rights":"original"}}]},{"id":"ed2be700-530d-4653-8357-f523e2a4a428","kind":"deployment","statement":"The checkpoint can be loaded with Transformers without custom remote code.","citations":[{"source":1,"supportProbability":0.83,"supports":true,"quote":{"text":"A single image can be processed with the standard Qwen3-VL implementation; custom remote code is not required.","rights":"original"}}]},{"id":"249cf7ad-60c5-4282-af4e-84d41d032954","kind":"capability","statement":"The release includes an inference example demonstrating image-conditioned generation.","citations":[{"source":1,"supportProbability":0.96,"supports":true,"quote":{"text":"The example demonstrates image-conditioned generation.","rights":"original"}}]},{"id":"38d37b67-3305-4f96-9870-5258f0f82fb3","kind":"recommendation-relevant","statement":"The source says counting and small-object localization remain challenging.","citations":[{"source":1,"supportProbability":0.98,"supports":true,"quote":{"text":"Counting and small-object localization remain challenging.","rights":"original"}}]},{"id":"ebe1d447-78ae-4e47-8822-675c6369ce40","kind":"recommendation-relevant","statement":"The source says geographic-disjoint generalization is not established.","citations":[{"source":1,"supportProbability":0.98,"supports":true,"quote":{"text":"A training-data audit found candidate scene-name/tile matches with RSHR; pixel-level and question-level overlap have not been resolved, so geographic-disjoint generalization is not established.","rights":"original"}}]}]},"nextCursor":null,"license":{"catalog":{"name":"CC BY 4.0","spdx":"CC-BY-4.0","url":"https://creativecommons.org/licenses/by/4.0/","attribution":"wowsuchai","attributionUrl":"https://wowsuchai.withglint.app","covers":["catalog metadata","classifications","generated summaries","feed event metadata"]},"excluded":{"covers":["source quotations","linked source content"],"terms":"Not licensed by wowsuchai. Source quotations and linked source content keep their original rights."}}}