{"schema_version":"onlylabs.public_signal.v1","title":"InclusionAI (Ant Group) Model: inclusionAI/VISTA-9B","description":"InclusionAI (Ant Group) model signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/8608b22b-9c47-4205-a285-9bd5a0185b48","json_url":"https://onlylabs.fyi/signals/8608b22b-9c47-4205-a285-9bd5a0185b48/signal.json","generated_at":"2026-06-13T16:56:05.884Z","evidence_latest_fetched_at":"2026-06-13T07:01:43.768738+00:00","signal_first_seen_at":"2026-06-13T07:00:44.509977+00:00","org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/inclusionai","dossier_json_url":"https://onlylabs.fyi/labs/inclusionai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/8608b22b-9c47-4205-a285-9bd5a0185b48","signal_json":"https://onlylabs.fyi/signals/8608b22b-9c47-4205-a285-9bd5a0185b48/signal.json","source":"https://huggingface.co/inclusionAI/VISTA-9B","lab_dossier":"https://onlylabs.fyi/labs/inclusionai","lab_dossier_json":"https://onlylabs.fyi/labs/inclusionai/dossier.json","analysis":"https://onlylabs.fyi/analysis/inclusionai","analysis_json":"https://onlylabs.fyi/analysis/inclusionai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/inclusionai/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":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"InclusionAI (Ant Group) published inclusionAI/VISTA-9B. 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This model signal is evidence of what shipped on model infrastructure and how the release is positioned. 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Model Description VISTA-9B is a GUI-grounding model that maps a screenshot and a natural-language instruction to a click coordinate in the normalized `0-1000` image frame. - **View-consistent GRPO training.** VISTA builds each GRPO comparison group from target-preserving views of the same GUI instance, with exact coordinate remapping across cropped views. This exposes localization behavior under semantically equivalent but geometrically different screenshots. - **Self-verified cross-view anchoring.** The training objective adds an oracle-format center-point anchor only when model-generated rollouts have already produced a maximum-reward prediction, stabilizing short coordinate generation without unconditional imitation on all-fail groups. Evaluation Accuracy is reported for GUI grounding. The model predicts a normalized coordinate in the `0-1000` frame, and the prediction is counted as correct if the point lies inside the target element. 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