{"schema_version":"onlylabs.public_signal.v1","title":"Upstage (Solar) Repo: UpstageAI/TFLOP","description":"Upstage (Solar) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/4007f7eb-97e5-4e4f-967a-19bfb7eaa61a","json_url":"https://onlylabs.fyi/signals/4007f7eb-97e5-4e4f-967a-19bfb7eaa61a/signal.json","generated_at":"2026-06-11T03:18:05.007047+00:00","org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/upstage","dossier_json_url":"https://onlylabs.fyi/labs/upstage/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/4007f7eb-97e5-4e4f-967a-19bfb7eaa61a","signal_json":"https://onlylabs.fyi/signals/4007f7eb-97e5-4e4f-967a-19bfb7eaa61a/signal.json","source":"https://github.com/UpstageAI/TFLOP","lab_dossier":"https://onlylabs.fyi/labs/upstage","lab_dossier_json":"https://onlylabs.fyi/labs/upstage/dossier.json","analysis":"https://onlylabs.fyi/analysis/upstage","analysis_json":"https://onlylabs.fyi/analysis/upstage/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/upstage/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Upstage (Solar) published UpstageAI/TFLOP (Python). 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- 🚀 [15/10/2024] Try out the enterprise-grade integration of TFLOP within Upstage’s Document Parse -- [[Link](https://console.upstage.ai/playground/document-parse)] - ⚡️ [03/08/2024] Presentation of TFLOP in IJCAI 2024 -- [[Paper](https://arxiv.org/abs/2501.11800)] 🚀 Getting Started Installation ```bash Create a new conda environment with Python 3.9 conda create -n tflop python=3.9 conda activate tflop Clone the TFLOP repository git clone https://github.com/UpstageAI/TFLOP Install required packages cd TFLOP pip install torch==2.0.1 torchmetrics==1.6.0 torchvision==0.15.2 pip..."},"evidence_pages":[{"url":"https://github.com/UpstageAI/TFLOP","final_url":"https://github.com/UpstageAI/TFLOP","title":"UpstageAI/TFLOP repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:18:05.007047+00:00","bytes":12509,"raw_path":"89372f6fdd71aff1e472dd47991836da617c9da978ffbddcc5e1f16f1a8b2a74.json","content_hash":"c41534886183b44f46cf39c53c589cb34dfd9c4d79f3dd50d2eb70b95d4a2f4f","excerpt_chars":1200,"truncated":true,"excerpt":"UpstageAI/TFLOP Description: Official Implementation of TFLOP: Table Structure Recognition Framework with Layout Pointer Mechanism Language: Python License: NOASSERTION Stars: 51 Forks: 3 Open issues: 7 Created: 2024-04-22T10:48:10Z Pushed: 2025-08-25T10:33:54Z Default branch: main Fork: no Archived: no README: TFLOP: Table Structure Recognition Framework with Layout Pointer Mechanism <strong>Official implemenetation of</strong> \"TFLOP: Table Structure Recognition Framework with Layout Pointer Mechanism\" (IJCAI 2024) ![](./figures/pipeline.png) 📣 Latest Updates - 💻 [17/01/2025] Release of TFLOP code! 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