Animation2Code benchmark with 1,069 videos tests VLMs on generating animation code, showing persistent failures in temporal consistency despite good visual matches.
Slidesgen-bench: Evaluating slides generation via computational and quantitative metrics
3 Pith papers cite this work. Polarity classification is still indexing.
3
Pith papers citing it
years
2026 3verdicts
UNVERDICTED 3representative citing papers
X+Slides is a new benchmark that measures audience-conditioned slide generation quality via 8,133 source-grounded probes across 113 topics, reporting Audience Coverage, Domain-wise Coverage, Efficiency, and Correctness on three existing systems.
DeepSlide introduces a multi-agent system for full presentation preparation that matches baselines on slide quality but improves narrative flow, pacing, and script synergy via a new dual-scoreboard benchmark.
citing papers explorer
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Animation2Code: Evaluating Temporal Visual Reasoning in Video-to-Code Generation
Animation2Code benchmark with 1,069 videos tests VLMs on generating animation code, showing persistent failures in temporal consistency despite good visual matches.
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X+Slides: Benchmarking Audience-Conditioned Slide Generation
X+Slides is a new benchmark that measures audience-conditioned slide generation quality via 8,133 source-grounded probes across 113 topics, reporting Audience Coverage, Domain-wise Coverage, Efficiency, and Correctness on three existing systems.
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DeepSlide: From Artifacts to Presentation Delivery
DeepSlide introduces a multi-agent system for full presentation preparation that matches baselines on slide quality but improves narrative flow, pacing, and script synergy via a new dual-scoreboard benchmark.