Which AI stories has SIREN scored in this window? · What has SIREN scored under Capability? · What has SIREN scored as Papers? ·
DISC: Domain-Integrated Similarity Cost for Time-Series Dataset
39.2/100 SIREN scoreRead the full story →
The growth of time-series datasets and foundation models has made dataset comparison a central part of time-series workflows. Assessing source-target transfer before model adaptation requires…
Source: What has SIREN scored via Hugging Face Daily Papers? · original · first seen by this index at
Publisher: What has SIREN scored from huggingface.co?. A publisher link means the original URL host cleared the outlet gate (≥5 scored stories in this window).
Topics: What has SIREN scored about Foundation models?, What has SIREN scored about Time series?, What has SIREN scored about AI evaluation?. A topic link means the title or summary matched a published needle with enough other stories to clear the tag gate.
What is the score on this story?
| Component | Points |
|---|---|
| source weight | 20.0 |
| recency | 16.7 |
| engagement | 2.5 |
| corroboration | 0.0 |
| entities | 0.0 |
| severity | 0.0 |
| coverage | 0.0 |
| Total | 39.2 |
Every term is published and every input is public, so this number can be recomputed. It ranks the item inside the 800-item window; it is not a judgement about importance in the world.
How many sources carried this story?Corroboration
Carried by one source. That is the normal case — most items are reported once — and it is stated rather than left blank so a single-source item cannot be mistaken for a corroborated one.
Which related stories are in this window?
- UserArena: Benchmarking Interactive User Simulation for Long-Horizon Shopping Agents 49.8
- HiSTEVE 1.0: Harnessing Human-Interface VLA Agents for Open-World Games 48.9
- RynnUnify: Towards Unified Embodied Brain 48.8
- RSIHub: A Composable Framework for Agent-Evolution Methods 48.8
- Omni-Woodpecker: Hallucination Correction via Evidence-Prior Rebalancing for Omni LLMs 47.8
What questions do people actually ask?
What is the score on this story?
Scored 39.2 of 100. Every term is published and every input is public, so this number can be recomputed. It ranks the item inside the 800-item window — not a judgement about importance in the world and not an item doom score.
How many sources carried this story?
Carried by one source. That is the normal case — most items are reported once — and it is stated rather than left blank so a single-source item cannot be mistaken for a corroborated one.
Which related stories are in this window?
5 related stories in the same window, each with its own permanent scored page.
Does SIREN publish an item doom score?
No. Activity tempo, not probability of harm. A permanent story page carries a tempo score decomposition and corroboration set, not a probability of harm.