Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
As of 4 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 26 inbound Pith citation observations for arXiv:2508.13992.
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.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T10:13:42.305221Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-10T12:15:01.137692Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 3c050704-71de-49be-ad09-3bd994b9a4db · inbound
VCB Bench: An Evaluation Benchmark for Audio-Grounded Large Language Model Conversational Agents cites this paper.
VCB Bench: An Evaluation Benchmark for Audio-Grounded Large Language Model Conversational Agents MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T10:13:42.305221Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 630738de-3364-4576-8c49-4a3858100d7a · inbound
ORCA: Open-ended Response Correctness Assessment for Audio Question Answering cites this paper.
ORCA: Open-ended Response Correctness Assessment for Audio Question Answering MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T19:38:23.429787Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62228609-ff36-4d97-b1fe-632e0f933498 · inbound
Generating Synthetic Doctor-Patient Conversations for Long-form Audio Summarization cites this paper.
Generating Synthetic Doctor-Patient Conversations for Long-form Audio Summarization MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
Reference 16
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T00:10:50.371597Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2c85a7f3-9755-430e-a390-5a9abadc296b · inbound
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering cites this paper.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
Reference 13
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T06:11:01.470349Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f7cc0b70-022f-4ca1-a213-d6822ddf94b9 · inbound
Audio-Cogito: Towards Deep Audio Reasoning in Large Audio Language Models cites this paper.
Audio-Cogito: Towards Deep Audio Reasoning in Large Audio Language Models MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
Reference 31
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T14:10:28.269718Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5d451620-3915-40e8-a784-61bf883bc12c · inbound
Audio-Cogito: Towards Deep Audio Reasoning in Large Audio Language Models cites this paper.
Audio-Cogito: Towards Deep Audio Reasoning in Large Audio Language Models MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T21:18:46.566338Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8eaed678-2693-4dd2-91fc-152624e51389 · inbound
VoxSafeBench: Not Just What Is Said, but Who, How, and Where cites this paper.
VoxSafeBench: Not Just What Is Said, but Who, How, and Where MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T10:24:22.023192Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a6acffad-05ba-4093-9044-286feb5b7a2b · inbound
HeadRouter: Dynamic Head-Weight Routing for Task-Adaptive Audio Token Pruning in Large Audio Language Models cites this paper.
HeadRouter: Dynamic Head-Weight Routing for Task-Adaptive Audio Token Pruning in Large Audio Language Models MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T21:31:14.474889Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2c35ff54-432d-418c-b216-dc49fbaf54a3 · inbound
All That Glitters Is Not Audio: Rethinking Text Priors and Audio Reliance in Audio-Language Evaluation cites this paper.
All That Glitters Is Not Audio: Rethinking Text Priors and Audio Reliance in Audio-Language Evaluation MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
Reference 32
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T23:16:36.228584Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 51ff07d7-eeee-47dc-ac61-93f1c282e891 · inbound
Walking Through Uncertainty: An Empirical Study of Uncertainty Estimation for Audio-Aware Large Language Models cites this paper.
Walking Through Uncertainty: An Empirical Study of Uncertainty Estimation for Audio-Aware Large Language Models MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
Reference 28
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T00:41:26.485335Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f82d1dc7-c589-4291-9b7c-7d3c7c483e3a · inbound
MedMosaic: A Challenging Large Scale Benchmark of Diverse Medical Audio cites this paper.
MedMosaic: A Challenging Large Scale Benchmark of Diverse Medical Audio MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
Reference 1
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-09T20:17:04.813458Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d3485401-3041-438b-91fc-3b663a6dcae9 · inbound
MedMosaic: A Challenging Large Scale Benchmark of Diverse Medical Audio cites this paper.
MedMosaic: A Challenging Large Scale Benchmark of Diverse Medical Audio MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
Reference 1
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-01T07:55:30.217657Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7bdcc89a-5dfc-409e-8b91-172ad3794571 · inbound
Benchmarking LLMs on the Massive Sound Embedding Benchmark (MSEB) cites this paper.
Benchmarking LLMs on the Massive Sound Embedding Benchmark (MSEB) MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T17:46:07.386028Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation df12a7d6-0bc4-40fa-9432-44a744bc39f7 · inbound
A Survey of Large Audio Language Models: Generalization, Trustworthiness, and Outlook cites this paper.
A Survey of Large Audio Language Models: Generalization, Trustworthiness, and Outlook MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
Reference 195
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T07:39:48.882480Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0f4e6d22-4ce6-4acd-93b9-ee1fdeeaae7a · inbound
A Survey of Audio Reasoning in Multimodal Foundation Models cites this paper.
A Survey of Audio Reasoning in Multimodal Foundation Models MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
Reference 124
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T02:09:24.456660Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 01b27112-de83-423d-b388-3ec646801966 · inbound
Raon-Speech Technical Report cites this paper.
Raon-Speech Technical Report MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T08:22:44.347941Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09ccbcf8-05eb-4c71-b591-bc88a95f6dd3 · inbound
Escape the Language Prior: Mitigating Late-Stage Modality Collapse in Audio Reasoning via Modality-Aware Policy Optimization cites this paper.
Escape the Language Prior: Mitigating Late-Stage Modality Collapse in Audio Reasoning via Modality-Aware Policy Optimization MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-06-29T17:53:47.588897Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 107c5050-9c44-47d3-9984-f432ec791da5 · inbound
Audio-Mind: An Auditable Agentic Framework for Audio Understanding cites this paper.
Audio-Mind: An Auditable Agentic Framework for Audio Understanding MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
Reference 20
- Resolution
- verified exact
- arxiv_id, observed 2026-06-29T10:13:17.567135Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d7bcb2bb-69a6-48ba-85d5-6edbed107792 · inbound
MOSS-Audio Technical Report cites this paper.
MOSS-Audio Technical Report MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T00:56:25.050583Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b2a49e64-eb0b-47c9-a1cf-8e50004d6314 · inbound
VISA: A Visual Information Strengthened Audio-Reasoning System for the Interspeech 2026 ARC Agent Track cites this paper.
VISA: A Visual Information Strengthened Audio-Reasoning System for the Interspeech 2026 ARC Agent Track MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T20:07:21.319265Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c9bcd5b7-c3dc-42bb-bed5-7161c73f42ea · inbound
A Closer Look at Failure Modes in Temporal Understanding of Large Audio-Language Models cites this paper.
A Closer Look at Failure Modes in Temporal Understanding of Large Audio-Language Models MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T22:39:01.662599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation bdac4518-886a-45ec-b611-4374ad04782f · inbound
Comparative Reasoning: Making an Audio Language Model Better at Comparing Emotions cites this paper.
Comparative Reasoning: Making an Audio Language Model Better at Comparing Emotions MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
Reference 21
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T18:00:00.285874Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation bddd3957-e5ba-4efb-827e-f0128e321565 · inbound
From Sounds to Scenes: A Benchmark for Evaluating Context-Aware Auditory Scene Understanding in Large Audio Language Models cites this paper.
From Sounds to Scenes: A Benchmark for Evaluating Context-Aware Auditory Scene Understanding in Large Audio Language Models MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
Reference 28
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-04T20:10:07.952661Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 244e041f-d3f7-43e2-9324-10d11def72b9 · inbound
Hearing Like Humans? Sound Symbolism and Perceptual Alignment in Speech Language Models cites this paper.
Hearing Like Humans? Sound Symbolism and Perceptual Alignment in Speech Language Models MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T13:49:26.320341Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6725413c-ccf2-44a3-92cf-440a8c763c73 · inbound
Improving Text-to-Audio Instruction Following via Fine-Grained Feedback from Audio-Aware Large Language Models cites this paper.
Improving Text-to-Audio Instruction Following via Fine-Grained Feedback from Audio-Aware Large Language Models MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:20:02.638568Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db2dece3-a474-4384-933b-90fc9997a4e1 · inbound
Audio-Zero: Label-Free Self-Evolution for Fine-Grained Audio Reasoning cites this paper.
Audio-Zero: Label-Free Self-Evolution for Fine-Grained Audio Reasoning MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T10:40:25.893951Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.