Paper Citation Record · LEDGER

CMI-RewardBench: Evaluating Music Reward Models with Compositional Multimodal Instruction

As of 10 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 2 inbound Pith citation observations for arXiv:2603.00610.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2603.00610 v3

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T19:56:44.894356Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T03:25:50.303432Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

13 of 13 outbound references displayed

verified exact0
verified fuzzy0
unresolved11
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c21697fe-b5cb-4cea-915f-6d36e89cf972 · outbound

This paper cites an unresolved cited work.

CMI-RewardBench: Evaluating Music Reward Models with Compositional Multimodal Instruction Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T19:56:43.710874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7ba522d-8a56-4703-be79-39acbe4b8246 · outbound

This paper cites Original.

CMI-RewardBench: Evaluating Music Reward Models with Compositional Multimodal Instruction Original

Reference 2

Resolution: malformed identifier; no resolver link, observed 2026-08-02T19:56:43.721385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfbbc5f4-da84-4d35-bdb0-d28034570e93 · outbound

This paper cites an unresolved cited work.

CMI-RewardBench: Evaluating Music Reward Models with Compositional Multimodal Instruction Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T19:56:43.829195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28d21fc0-b3c0-43c3-9ae9-21f76d510b8f · outbound

This paper cites an unresolved cited work.

CMI-RewardBench: Evaluating Music Reward Models with Compositional Multimodal Instruction Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T19:56:43.951785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0375a4a3-9820-47f8-a0b4-2cb5643f7137 · outbound

This paper cites fin- ished, natural, and professional.

CMI-RewardBench: Evaluating Music Reward Models with Compositional Multimodal Instruction fin- ished, natural, and professional

Reference 5

Resolution: malformed identifier; no resolver link, observed 2026-08-02T19:56:43.975425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba51fd35-a107-4baf-b270-e2a98b502c18 · outbound

This paper cites lo-fi aesthetic.

CMI-RewardBench: Evaluating Music Reward Models with Compositional Multimodal Instruction lo-fi aesthetic

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T19:56:44.124822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d459783b-b440-4392-a84f-121ba127215a · outbound

This paper cites Because of this inherent link, the prompt provides critical contextual clues about the expected acoustic features.

CMI-RewardBench: Evaluating Music Reward Models with Compositional Multimodal Instruction Because of this inherent link, the prompt provides critical contextual clues about the expected acoustic features

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T19:56:44.184854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55412ab5-ac18-495e-85b8-12a00cae8381 · outbound

This paper cites an unresolved cited work.

CMI-RewardBench: Evaluating Music Reward Models with Compositional Multimodal Instruction Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T19:56:44.290890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c6311e4-1481-460f-b417-b0929e504ec3 · outbound

This paper cites an unresolved cited work.

CMI-RewardBench: Evaluating Music Reward Models with Compositional Multimodal Instruction Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T19:56:44.400488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66623b03-a11d-426f-84e0-980be0a79f62 · outbound

This paper cites good enough.

CMI-RewardBench: Evaluating Music Reward Models with Compositional Multimodal Instruction good enough

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T19:56:44.510322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05952de4-562e-4124-b980-3b6b092d336f · outbound

This paper cites an unresolved cited work.

CMI-RewardBench: Evaluating Music Reward Models with Compositional Multimodal Instruction Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T19:56:44.673813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ad3e05e-0657-4ecd-97d2-4cada6893d6d · outbound

This paper cites In modali- ties with abundant generations, Minimax Music and Mureka outperform several Suno variants.

CMI-RewardBench: Evaluating Music Reward Models with Compositional Multimodal Instruction In modali- ties with abundant generations, Minimax Music and Mureka outperform several Suno variants

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T19:56:44.793423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8437efaf-7aa3-4e66-9814-1eb31fdd4bd0 · outbound

This paper cites You will now be shown several exam- ples of audio comparisons to help you understand how to evaluate the audios.

CMI-RewardBench: Evaluating Music Reward Models with Compositional Multimodal Instruction You will now be shown several exam- ples of audio comparisons to help you understand how to evaluate the audios

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T19:56:44.894356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation a180b172-28f9-464a-b4dc-3cb3e1f281ce · inbound

Genre Bias or Aesthetic Perception? Identifying and Mitigating Shortcut Learning in Music Evaluation cites this paper.

Genre Bias or Aesthetic Perception? Identifying and Mitigating Shortcut Learning in Music Evaluation CMI-RewardBench: Evaluating Music Reward Models with Compositional Multimodal Instruction

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T03:25:50.303432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3ce65f0-1775-4e9d-b6d2-4995916b2e60 · inbound

Pushing the Frontier of Full-Song Generation: Hierarchical Autoregressive Planning Meets Flow-Matching Rendering cites this paper.

Pushing the Frontier of Full-Song Generation: Hierarchical Autoregressive Planning Meets Flow-Matching Rendering CMI-RewardBench: Evaluating Music Reward Models with Compositional Multimodal Instruction

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T10:24:20.489543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.