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README.md

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| InternVLA-N1 (Dual System)<span style="color: #28a745; font-size: 0.9em"> with NavDP*</span> | RGB-D | 4.70 | 59.7 | 50.6 | 69.7 |
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| InternVLA-N1 (Dual System)<span style="color: #28a745; font-size: 0.9em"> DualVLN </span> | RGB | **4.58** | **61.4** | **51.8** | **70.0** |
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#### <u>VLN-PE Benchmarks</u>
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**📍 Flash Controller on R2R Unseen**
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| ViPlanner | 54.3 | 52.5 |
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| NavDP <InternVLA-N1 (System 1)> | **65.7** | **60.7** |
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## 🔧 Customization
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Please refer to the [tutorial](https://internrobotics.github.io/user_guide/internnav/tutorials/index.html) for advanced usage of InternNav, including customization of datasets, models and experimental settings.

docs/changelog.md

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# Changelog of v0.1
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## Changelog of v0.3.0 (2026/01/05)
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### Highlights
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- Add InternVLA-N1 Training code (#184)
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- Support training and evaluation for the VL-LN benchmark (#193, #198)
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- Add a new flash without collision controller (#189)
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### New Features
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- Support InternVLA-N1 Training code (#184)
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- Support RxR dataset evaluation (#184)
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- Add training code for the baseline of VLLN Bench (#198)
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- Support evaluation in VL-LN Bench (#193)
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- Support Flash without collisoin controller (#189)
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### Improvements
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- Decouple System 2 and Dual System evaluation functions in Habitat evaluator for better readability (#184)
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- Update internvla-n1 agent in VLN-PE to align with new model and policy interface (#184)
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- Enhance Habitat evaluation pipeline to handle NaN values in results (#217)
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- Update readme to include community tutorials (#217)
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### Bug Fixes
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- Fix the version of diffusers in requirements (#184)
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- Fix the result json saving path in VLN-PE (#217)
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- Fix RxR evaluation result collecting bug (#217)
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- Removed legacy code in scripts/demo (#217)
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### Contributors
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@kellyiss @DuangZhu @0309hws @kew6688
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Full Changelog: https://github.com/InternRobotics/InternNav/compare/release/v0.2.0...release/v0.3.0
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## Changelog of v0.2.0 (2025/12/04)
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### Highlights
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- Support distributed evaluation for VLN-PE, reducing full benchmark runtime to ~1.6 hours using 16 GPUs (≈13× speedup over single-GPU eval) (#168)
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- Enhance Habitat evaluation flow with `DistributedEvaluator` and `HabitatEnv` integrated into the InternNav framework (#168)
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- Support install flags for dependency isolation: `[habitat]`, `[isaac]`, `[model]` (#135)
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### New Features
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- Support distributed evaluation for VLN-PE (#168)
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- Support a unified evaluation script `eval.py`, with new Habitat evaluation configs in `scripts/eval/configs` (#168)
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- Support install flags for dependency isolation (#168)
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### Improvements
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- Add `HabitatEnv` with episode pool management (#168)
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- Update `InternUtopiaEnv` for distributed execution and episode pool management (#168)
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- Enhance `episode_loader` in VLN-PE with new distributed mode compatibility (#168)
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- Update `data_collector` to support progress checkpointing and incremental result aggregation in distributed evaluation. (#168)
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### Bug Fixes
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- Fix logger disabled after Isaac Sim initialization during evaluator bootstrap (#168)
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- Fix dataloader bug where `revise_one_data()` was incorrectly applied to all datasets (#168)
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- Fix visualization images dimension mismatch during InternVLA-N1 evaluation (#168)
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- Fix distributed evaluation crash in rdp policy (#168)
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- Fix GitHub CI tests (#168)
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### Contributors
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A total of 3 developers contributed to this release.
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@kew6688, @Gariscat, @yuqiang-yang
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Full changelog: https://github.com/InternRobotics/InternNav/compare/release/v0.1.0...release/v0.2.0

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