Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 57 inbound Pith citation observations for arXiv:2410.10393.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
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Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:02:37.925744Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
Reference resolution
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External citation measurements
2
pith, observed 2026-08-05T02:28:24.338817Z
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 7fbd066d-355c-47ad-95cb-6487950be639 · inbound
TabArena: A Living Benchmark for Machine Learning on Tabular Data cites this paper.
TabArena: A Living Benchmark for Machine Learning on Tabular Data GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 57
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Source-reported events for the cited work
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Observation 64330fc1-04dc-4c09-9cca-7ff9d3f39a9b · inbound
Foundation models for time series forecasting: Application in conformal prediction cites this paper.
Foundation models for time series forecasting: Application in conformal prediction GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 1
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ARIES: Relation Assessment and Model Recommendation for Deep Time Series Forecasting cites this paper.
ARIES: Relation Assessment and Model Recommendation for Deep Time Series Forecasting GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 28
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Observation 678d06ff-8012-40f6-a28c-8ab709c942cf · inbound
An AI system to help scientists write expert-level empirical software cites this paper.
An AI system to help scientists write expert-level empirical software GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 24
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An AI system to help scientists write expert-level empirical software cites this paper.
An AI system to help scientists write expert-level empirical software GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 24
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Observation f0e86a73-e1e1-42f7-bdda-3ca031269352 · inbound
Super-Linear: A Lightweight Pretrained Mixture of Linear Experts for Time Series Forecasting cites this paper.
Super-Linear: A Lightweight Pretrained Mixture of Linear Experts for Time Series Forecasting GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 2
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Source-reported events for the cited work
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Observation 5e8e2ba1-11b2-4c4d-88f0-c96ec063a59c · inbound
TelecomTS: A Multi-Modal Observability Dataset for Time Series and Language Analysis cites this paper.
TelecomTS: A Multi-Modal Observability Dataset for Time Series and Language Analysis GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 1
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Source-reported events for the cited work
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Observation eac3e67a-cb1a-4c7b-98b3-77e2e05f375e · inbound
TelecomTS: A Multi-Modal Observability Dataset for Time Series and Language Analysis cites this paper.
TelecomTS: A Multi-Modal Observability Dataset for Time Series and Language Analysis GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
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Observation 9fe54e1f-5451-4f9d-a3fa-c85926e13a9f · inbound
Beyond Accuracy: Are Time Series Foundation Models Well-Calibrated? cites this paper.
Beyond Accuracy: Are Time Series Foundation Models Well-Calibrated? GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 1
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Observation 77f92d43-4668-4419-b117-2611ad63f982 · inbound
TS-Arena -- A Live Forecast Pre-Registration Platform cites this paper.
TS-Arena -- A Live Forecast Pre-Registration Platform GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 1
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Observation ab1714c9-a620-4af8-ad67-a4a3fc5f8bbb · inbound
Forecasting Commencing Enrolments Under Data Sparsity: A Zero-Shot Time Series Foundation Models Framework for Higher Education Planning cites this paper.
Forecasting Commencing Enrolments Under Data Sparsity: A Zero-Shot Time Series Foundation Models Framework for Higher Education Planning GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 62
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Observation 7ff443bc-f73d-4c24-8d29-eb0dac804370 · inbound
Time-Aware Prior Fitted Networks for Zero-Shot Forecasting with Exogenous Variables cites this paper.
Time-Aware Prior Fitted Networks for Zero-Shot Forecasting with Exogenous Variables GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 1
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A Foundation Model for Instruction-Conditioned In-Context Time Series Tasks cites this paper.
A Foundation Model for Instruction-Conditioned In-Context Time Series Tasks GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 1
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Source-reported events for the cited work
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Observation 642c7182-d956-4ac1-8319-d69f8206b1db · inbound
A Foundation Model for Instruction-Conditioned In-Context Time Series Tasks cites this paper.
A Foundation Model for Instruction-Conditioned In-Context Time Series Tasks GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 1
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Source-reported events for the cited work
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Observation 6cc07d3b-d5f7-46c6-8287-2065d088dc42 · inbound
MICA: Multivariate Infini Compressive Attention for Time Series Forecasting cites this paper.
MICA: Multivariate Infini Compressive Attention for Time Series Forecasting GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 1
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Source-reported events for the cited work
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Observation 78b7b028-b72e-49ee-ad3f-d62d7ac4a962 · inbound
MICA: Multivariate Infini Compressive Attention for Time Series Forecasting cites this paper.
MICA: Multivariate Infini Compressive Attention for Time Series Forecasting GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 1
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Source-reported events for the cited work
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Observation 9ecd9857-f4e7-4ff2-8fe9-4b47f8bb65fe · inbound
Zero-shot Multivariate Time Series Forecasting Using Tabular Prior Fitted Networks cites this paper.
Zero-shot Multivariate Time Series Forecasting Using Tabular Prior Fitted Networks GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 1
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Source-reported events for the cited work
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WaveMoE: A Wavelet-Enhanced Mixture-of-Experts Foundation Model for Time Series Forecasting cites this paper.
WaveMoE: A Wavelet-Enhanced Mixture-of-Experts Foundation Model for Time Series Forecasting GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 1
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Source-reported events for the cited work
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TempusBench: An Evaluation Framework for Time-Series Forecasting cites this paper.
TempusBench: An Evaluation Framework for Time-Series Forecasting GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 23
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5ca8575f-0b45-4a8b-8151-b6dc6061356d · inbound
IDOBE: Infectious Disease Outbreak forecasting Benchmark Ecosystem cites this paper.
IDOBE: Infectious Disease Outbreak forecasting Benchmark Ecosystem GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 5
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Source-reported events for the cited work
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Observation 24101d5d-43dc-4d18-87da-d4334f3f237b · inbound
FETS Benchmark: Foundation Models Enable Scalable and Generalizable Energy Time Series Forecasting cites this paper.
FETS Benchmark: Foundation Models Enable Scalable and Generalizable Energy Time Series Forecasting GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 15
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e7581e86-32e4-4f73-ae47-fcd89d97f8f2 · inbound
FETS Benchmark: Foundation Models Enable Scalable and Generalizable Energy Time Series Forecasting cites this paper.
FETS Benchmark: Foundation Models Enable Scalable and Generalizable Energy Time Series Forecasting GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 15
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Explainable Load Forecasting with Covariate-Informed Time Series Foundation Models cites this paper.
Explainable Load Forecasting with Covariate-Informed Time Series Foundation Models GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 1
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Source-reported events for the cited work
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Observation 2b90a8df-2889-4fa8-a470-24bb33b3199a · inbound
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TimeRFT: Stimulating Generalizable Time Series Forecasting for TSFMs via Reinforcement Finetuning GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 1
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Source-reported events for the cited work
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Observation 5c29ebea-0a66-42af-9e3c-cf279f678229 · inbound
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TimeRFT: Stimulating Generalizable Time Series Forecasting for TSFMs via Reinforcement Finetuning GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
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Don't Learn the Shape: Forecasting Periodic Time Series by Rank-1 Decomposition cites this paper.
Don't Learn the Shape: Forecasting Periodic Time Series by Rank-1 Decomposition GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 52
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Source-reported events for the cited work
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RareCP: Regime-Aware Retrieval for Efficient Conformal Prediction GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 48
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Source-reported events for the cited work
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Investigating simple target-covariate relationships for Chronos-2 and TabPFN-TS GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
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ISOMORPH: A Supply Chain Digital Twin for Simulation, Dataset Generation, and Forecasting Benchmarks GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
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Olivia: Harmonizing Time Series Foundation Models with Power Spectral Density GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
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Assessing the Operational Viability of Foundation Models for Time Series Forecasting GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 1
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AION: Next-Generation Tasks and Practical Harness for Time Series GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
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AME-TS: Anchored Mixture-of-Experts for Time Series Forecasting GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
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TSFMAudit: Data Contamination Auditing in Forecasting Time Series Foundation Models GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
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Falcon-X: A Time Series Foundation Model for Heterogeneous Multivariate Modeling GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
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Feature to Dynamics: Feature-space to Autoregression strategy for Zero-shot Time Series Forecasting GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
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Why Do Time Series Models Need Long Context Windows? GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
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GITCO: Gated Inference-Time Context Optimization in TSFMs GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
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Benchmarking Deep Time Series Models for Equity Portfolios cites this paper.
Benchmarking Deep Time Series Models for Equity Portfolios GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
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Time Series as Language: A Universal Tokenizer for General-Purpose Time Series Foundation Models cites this paper.
Time Series as Language: A Universal Tokenizer for General-Purpose Time Series Foundation Models GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 1
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
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Mix, Don't Pick: Why Synthetic Corpus Composition Matters for Time Series Foundation Model Pretraining GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 1
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
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Does Normalization Choice Matter for Causal Large Time-Series Models? cites this paper.
Does Normalization Choice Matter for Causal Large Time-Series Models? GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 1
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
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TimeRouter: Efficient and Adaptive Routing of Time-Series Foundation Models cites this paper.
TimeRouter: Efficient and Adaptive Routing of Time-Series Foundation Models GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 1
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
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CloudCons: A Comprehensive End-to-End Benchmark for Cloud Resource Consolidation cites this paper.
CloudCons: A Comprehensive End-to-End Benchmark for Cloud Resource Consolidation GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 2
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c8b80771-0aed-42dd-8fa6-a28817b42c44 · inbound
Existence Precedes Value: Joint Modeling of Observational Existence and Evolving States in Time Series Forecasting cites this paper.
Existence Precedes Value: Joint Modeling of Observational Existence and Evolving States in Time Series Forecasting GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 44
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2fea0758-b88b-4741-90f0-d5955a9bc655 · inbound
From Forecasting Leaderboards to Deployment Decisions: A Fail-Closed Certification Protocol cites this paper.
From Forecasting Leaderboards to Deployment Decisions: A Fail-Closed Certification Protocol GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 3
- Resolution
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- arxiv_id, observed 2026-07-04T16:39:58.487597Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9d4ad502-6a52-4070-aca0-8253eef71fae · inbound
Beyond IID: How General Are Tabular Foundation Models, Really? cites this paper.
Beyond IID: How General Are Tabular Foundation Models, Really? GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 81
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T07:04:21.484738Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 11e776f7-c75b-49c8-a8f5-8d1d06e07ad3 · inbound
Aionoscope: Debugging Latent-State Accessibility in Time-Series Representations cites this paper.
Aionoscope: Debugging Latent-State Accessibility in Time-Series Representations GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T15:37:05.823544Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f9f2516c-2555-4ad0-9c35-db842189a817 · inbound
Forecasting Realized Volatility with Time Series Foundation Models: A Comparison with Econometric Benchmarks cites this paper.
Forecasting Realized Volatility with Time Series Foundation Models: A Comparison with Econometric Benchmarks GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 84
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-07T19:34:06.477368Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 60f0f5ba-a3fd-49eb-a6a6-2776c76e1001 · inbound
RMISC: A Large-scale Real-world Multivariate Corpus for Time Series Foundation Models cites this paper.
RMISC: A Large-scale Real-world Multivariate Corpus for Time Series Foundation Models GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 35
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T04:14:29.614299Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ab6e5469-dae4-43ea-9692-400755a36c6d · inbound
CLIR-Bench: Benchmarking Multimodal Question Answering over Irregular Clinical Time Series cites this paper.
CLIR-Bench: Benchmarking Multimodal Question Answering over Irregular Clinical Time Series GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T14:52:42.813309Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d82fe09-b15e-41b9-ad73-fb2aa9534141 · inbound
From Vector Autoregressions to AI-based Time Series Forecasting: A Review cites this paper.
From Vector Autoregressions to AI-based Time Series Forecasting: A Review GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T02:39:06.126895Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c4e388c0-21d9-4266-ae6a-e3317d64d973 · inbound
A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods cites this paper.
A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T22:35:45.197064Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05cdb74c-88e9-449f-9e20-3458799af5ae · inbound
OpenMHC: Accelerating the Science of Wearable Foundation Models cites this paper.
OpenMHC: Accelerating the Science of Wearable Foundation Models GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 97
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T10:05:16.468920Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d4b3228-2a0c-4df9-86e4-9d23b30ecd99 · inbound
Trend strength predicts when generative foundation models win: a power-controlled benchmark, a mechanism, and an actionable selection rule cites this paper.
Trend strength predicts when generative foundation models win: a power-controlled benchmark, a mechanism, and an actionable selection rule GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T09:17:11.942873Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58121357-6900-4cd2-97f5-96ccd1a33f4a · inbound
Hopformer: Homogeneity-Pursuit Transformer for Time Series Forecasting cites this paper.
Hopformer: Homogeneity-Pursuit Transformer for Time Series Forecasting GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T05:16:38.007947Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03c94ae4-102b-4521-9820-45b707c6ef04 · inbound
ReasonCast: Towards Explainable Time Series Forecasting with Reasoning cites this paper.
ReasonCast: Towards Explainable Time Series Forecasting with Reasoning GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T19:10:06.093091Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.