Datasets:
sample_id stringclasses 3
values | image stringclasses 3
values | instruction stringclasses 3
values | assistant_text stringclasses 3
values |
|---|---|---|---|
stage1_6606 | stage1/images/6606.png | First describe the whole image in detail, covering the main visible subjects, salient secondary objects, scene regions, important attributes, spatial relations, and actual visibility limits. Describe visible shapes separately from uncertain object identities. Then select relevant observations to analyze the question, a... | <think>
<description>A long vessel lies parallel to a broad straight quay, with a pointed right end. Dense rows of colored rectangular boxes cover much of the vessel deck. Several tall open-frame cranes stand along the quay, with booms extending across the vessel and dark elongated shadows toward the land. The crane ro... |
stage1_4178 | stage1/images/4178.png | First describe the whole image in detail, covering the main visible subjects, salient secondary objects, scene regions, important attributes, spatial relations, and actual visibility limits. Describe visible shapes separately from uncertain object identities. Then select relevant observations to analyze the question, a... | <think>
<description>A large pale broad-bodied vessel lies horizontally along the upper quay, with a rounded left end and broad rectangular covered surface. A broad angled rectangular connection spans between the upper vessel right end and the quay. A separate short narrow link extends from the quay toward the vessel m... |
stage1_3300 | stage1/images/3300.png | First describe the whole image in detail, covering the main visible subjects, salient secondary objects, scene regions, important attributes, spatial relations, and actual visibility limits. Describe visible shapes separately from uncertain object identities. Then select relevant observations to analyze the question, a... | <think>
<description>Two long narrow dock spines descend from a hard upper waterfront. Short finger docks project from both sides at repeated intervals. Eight pale small hulls occupy separated slips along the two spines. Many other visible finger-bounded positions contain open water rather than a resolved hull. A broad... |
Gravity & Flight · 2K
A preview of evidence-grounded remote-sensing supervision.
Project website · GitHub · Model repository
Release status
The full dataset is planned for staged release after paper acceptance. This repository currently contains six curated preview records: three Stage-1 demonstrations and three Stage-2 image pairs, with nine original PNG images. These examples illustrate the supervision format; they are not the complete training or evaluation splits.
| Preview | What it shows | Available records |
|---|---|---|
| Stage 1 | Single-image observation → analysis → answer demonstrations | 3 |
| Stage 2 | Two distinct harbor images under the same question, with Evidence Cards and a Boundary Card | 3 pairs |
Stage 1 covers a container terminal, a vehicle-access interface, and a small-craft marina. Stage 2 illustrates bulk-berth distinctions, dock-versus-quay geometry, and consistent container-handling evidence across different views. Each side of a Stage-2 pair is answered independently; reference cards are training-only supervision.
Files
stage1/
README.md
samples.jsonl # three demonstrations
stage1_*.json # the same examples, one readable JSON per record
images/ # three unchanged original images
stage2/
README.md
samples.jsonl # three image pairs
harbor_*.json # the same examples with reference cards
images/ # six unchanged original images
Image paths in annotations are relative to the repository root. Individual JSON files duplicate the corresponding JSONL records for convenient browsing; they are not extra samples. Local machine paths and internal review logs are not included. The preview schema may be refined for the full release.
The study reports 1,008 EoT demonstrations over 888 images and 500 task-matched pairs over 1,000 distinct images. The “2K” repository name follows the project's coarse annotation-scale label; it does not describe the six-record preview size. See the research notes for the reported study scope.
本页为 G&F 数据集官方发布入口。完整数据集计划在论文中稿后逐步开放；当前仅提供 Stage 1、Stage 2 各 3 个精选样例及原图，便于了解数据与监督格式，不代表完整训练集或评测集已发布。
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