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OpenAI launches GPT-6.1 Sol, says it nearly matches GPT-6 Astra and costs less
OpenAI announced a new model variant, GPT-6.1 Sol, claiming it delivers significant improvements over GPT-6 Sol on professional tasks while costing less — though no technical details, benchmarks, or third-party validation are provided.
Sep 29, 2026
ICDAR2026 Competition on Multimodal Reasoning over Documents in Multiple Domains
The ICDAR2026 Competition evaluated multimodal AI systems on visual question answering across eight diverse document domains, revealing that top-performing approaches rely on multi-step evidence extraction and orchestration rather than single-pass prompting.
Sep 23, 2026
DocOCR-Eval: A Correction-Based Framework for OCR Tool Selection Without Ground Truth
Researchers introduced DocOCR-Eval, an annotation-free framework to rank OCR and multimodal LLM tools for document parsing without ground-truth labels, addressing the challenge of tool selection in label-scarce real-world settings.
Jul 21, 2026
BaFCo: A Document Understanding Benchmark for Complex Bangla Form Comprehension
Researchers introduced BaFCo, a new benchmark dataset for Bangla form comprehension, to address the lack of high-quality annotated data for low-resource languages and evaluate multimodal large language models' performance on complex government forms.
Jul 9, 2026