Victor KuznetsovandClaude Opus 5.5 b5fc3ef9a6 Add face and text fidelity to the FLUX.2 klein comparison ...

fidelity_metrics.py at each engine's clean strengths: klein keeps Latin and
Cyrillic sign lettering better on two Google carriers, but loses every face
comparison and the verified CJK text, which the 512-pixel LPIPS had hidden.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

2026-09-27 18:59:06 -07:00

..

image-source-hf

Add verified publication path for image source model

2026-09-25 13:25:20 -07:00

images/qwen-zimage

Restructure documentation, validate metadata removal, consolidate assets

2026-07-25 21:08:04 -07:00

photo-classify-hf

Upgrade to OpenCV 5 with frozen Hershey templates and tighten video marks

2026-09-23 19:19:00 -07:00

source-classify-hf

Upgrade to OpenCV 5 with frozen Hershey templates and tighten video marks

2026-09-23 19:19:00 -07:00

agent-skill.md

Automate Space pin and lengthen the ComfyUI waiter

2026-09-11 10:19:25 -07:00

ai-generated-image-classifiers.md

Fix output preservation, research validation, and documentation drift

2026-09-08 19:07:10 -07:00

audio-provenance-experiment.md

Add audio and video watermark benchmark oracles, cohorts, and research studies

2026-09-07 18:23:18 -07:00

benchmark-kernel.md

Fix output preservation, research validation, and documentation drift

2026-09-08 19:07:10 -07:00

c2pa-resolution-research.md

Add paid-service captures, aggregator attribution, and provenance vetoes

2026-09-26 14:32:53 -07:00

chroma1-engine-research.md

Add face and text fidelity to the FLUX.2 klein comparison

2026-09-27 18:59:06 -07:00

cli.md

Merge origin/main into docs/library-research-landscape

2026-09-26 23:52:29 -07:00

code-and-documentation-audit.md

Fix sharpening quantization and cross-platform regression tests

2026-09-08 19:25:44 -07:00

code-provenance.md

Add real watermark fixtures and expand provider coverage

2026-09-05 13:12:58 -07:00

controlnet-removal-pipeline-research.md

Merge the docs/arxiv-paper-review research line into main (#95)

2026-09-01 11:37:32 -07:00

development.md

Release 0.40.0 with Qwen symbol, ONNX classify, identify attribution

2026-09-10 23:04:58 -07:00

external-benchmark-licensing.md

Add paid-service captures, aggregator attribution, and provenance vetoes

2026-09-26 14:32:53 -07:00

index.md

Merge origin/main into docs/library-research-landscape

2026-09-26 23:52:29 -07:00

installation.md

Add paid-service captures, aggregator attribution, and provenance vetoes

2026-09-26 14:32:53 -07:00

known-limitations.md

Merge origin/main into docs/library-research-landscape

2026-09-26 23:52:29 -07:00

legal-and-safety.md

Add paid-service captures, aggregator attribution, and provenance vetoes

2026-09-26 14:32:53 -07:00

module-internals.md

Merge origin/main into docs/library-research-landscape

2026-09-26 23:52:29 -07:00

photo-classify-training.md

Fix output preservation, research validation, and documentation drift

2026-09-08 19:07:10 -07:00

photo-classify.md

Pin published ONNX classifier snapshot

2026-09-10 20:07:33 -07:00

provider-oracles.md

Close the FLUX.2 klein Google measurement

2026-09-27 16:02:33 -07:00

python-api.md

Merge origin/main into docs/library-research-landscape

2026-09-26 23:52:29 -07:00

qwen-improvement-research.md

Fix output preservation, research validation, and documentation drift

2026-09-08 19:07:10 -07:00

release-and-distribution.md

Add pinned OpenAI and Google image source classifier

2026-09-25 14:23:01 -07:00

research-doubao-distillation.md

Rewrite internal watermark pipeline and preserve behavior

2026-07-31 16:53:41 -07:00

research-sweep-2026-09.md

Close the FLUX.2 klein Google measurement

2026-09-27 16:02:33 -07:00

source-classify.md

Add pinned OpenAI and Google image source classifier

2026-09-25 14:23:01 -07:00

supported-signals.md

Merge origin/main into docs/library-research-landscape

2026-09-26 23:52:29 -07:00

synthid-classifiers.md

Add source pipeline classifier runtime

2026-09-15 23:17:48 -07:00

synthid-detector-removal-plan.md

Fix output preservation, research validation, and documentation drift

2026-09-08 19:07:10 -07:00

synthid-detector-research.md

Calibrate provider-specific invisible removal profiles

2026-09-15 16:38:17 -07:00

synthid-oracle-ladders.md

Scrub private infrastructure detail and move the GPU harnesses out

2026-09-08 09:29:12 -07:00

synthid-removal-research.md

Record the FLUX.2 klein global-stage measurement

2026-09-27 15:17:26 -07:00

synthid-robust-identity-research-2026-06-08.md

Verify every doc claim against the source and fix what drifted

2026-08-04 11:38:04 -07:00

synthid-robust-identity-research.md

Scrub private infrastructure detail and move the GPU harnesses out

2026-09-08 09:29:12 -07:00

synthid.md

Add paid-service captures, aggregator attribution, and provenance vetoes

2026-09-26 14:32:53 -07:00

text-protection-research.md

Point certification artifacts at the private archive by key only

2026-08-31 18:33:39 -07:00

verification-plan.md

Complete visible signal discovery scanner

2026-09-13 17:46:29 -07:00

video-synthid-quality-research.md

Record the video SynthID measurements and park the investigation

2026-08-15 11:01:14 -07:00

videoseal-temporal-evaluation.md

Fix output preservation, research validation, and documentation drift

2026-09-08 19:07:10 -07:00

watermark-forgery-study.md

Add paid-service captures, aggregator attribution, and provenance vetoes

2026-09-26 14:32:53 -07:00

watermarking-landscape.md

Add a Higgsfield DoP capture

2026-09-26 21:17:27 -07:00