- The paper evaluates three f(T) gravity models to see if late-time cosmological modifications can reduce the Hubble constant tension, finding that while some, enhance underlying data consistency, none statistically outperform ΛCDM.
- Phantom-like models (f1(T) and f3(T)) tend to push the inferred H₀ upward, while the quintessence-like model (f2(T)) pushes it downward, hard-coding a dichotomy rooted in their different gravitational coupling regimes.
- across all considered datasets, the Akaike Information Criterion (AIC) showed decisive evidence against the analyzed new models relative to ΛCDM, They are, stand-inadequate models for the resolution of the $H0$ tension.
Overview and motivation
This paper examines whether late-time modifications of gravity in the teleparallel framework can alleviate the Hubble constant tension, using f(T) cosmology as a minimal, one-parameter extension of General Relativity. The authors analyze three parametrisations that recover the teleparallel equivalent of General Relativity (TEGR) at early times and deviate from it only at late epochs. The models are constrained with unanchored Pantheon+ Type Ia supernovae (calibrated via a local H0 prior), DESI DR2 baryon acoustic oscillations (BAO), compressed Planck CMB distance priors, and a compilation of 22 redshift-space distortion (RSD) measurements of fσ8(z) (2601.22225). The central finding is a dichotomy: two of the three models shift the inferred H0 upward toward local distance-ladder values, while the third shifts it downward — but none is statistically favored over ΛCDM by the combined data.
Theoretical framework
The analysis is set in standard (non-covariant) f(T) gravity, where the gravitational action replaces the torsion scalar T of TEGR with an arbitrary function f(T). For a spatially flat FLRW background with T=−6H2, the modified Friedmann equation admits an effective-fluid interpretation in which the torsional sector contributes an energy density ρT, pressure H00, and an evolving equation of state H01.
At the perturbative level, working in Newtonian gauge on subhorizon scales within the quasi-static approximation, the effective gravitational coupling is H02 and the gravitational slip vanishes (H03), assuming zero scalar anisotropic stress at linear order. Matter growth then obeys a modified growth equation in which deviations from GR enter exclusively through H04. The authors note that since the relevant background and linear perturbation equations coincide between the standard and covariant formulations, they adopt the simpler non-covariant version; this sidesteps but does not resolve the known local Lorentz violation issue of the standard formulation.
The three models
All three models are constructed so that H05 is fixed algebraically at H06 through the Friedmann equation, leaving no additional free parameter beyond those of H07CDM:
- Model 1: H08, previously studied in the literature.
- Model 2: H09, also previously proposed.
- Model 3: fσ8(z)0, a novel parametrisation inspired by an analogous fσ8(z)1 model.
A key theoretical diagnostic separates the models into two classes. Models 1 and 3 exhibit phantom-like behavior (fσ8(z)2) over the relevant late-time range together with fσ8(z)3, enhancing both the expansion rate and structure growth. Model 2 exhibits quintessence-like behavior (fσ8(z)4) with fσ8(z)5. This dichotomy anticipates the observational results: phantom-like regimes favor higher inferred fσ8(z)6, quintessence-like regimes the opposite.
Data and methodology
The Bayesian analysis uses MCMC sampling via Cobaya with Gelman–Rubin convergence checks. Sampled parameters are fσ8(z)7, fσ8(z)8, fσ8(z)9 (with a Gaussian BBN-motivated prior), and H00 when RSD data are included. Pantheon+ is treated as unanchored, with analytic marginalization over the absolute magnitude H01 and calibration imposed through the Riess et al. prior H02. The sound horizon H03 is computed with the same fitting formula used in the DESI analyses, ensuring internal consistency. Model comparison uses the corrected Akaike Information Criterion; because all models share the same number of free parameters and data, H04 reduces to a difference in maximum likelihoods, and the BIC yields identical conclusions.
Results
The dataset-by-dataset constraints reveal a consistent pattern summarized below (values in H05 for H06):
| Dataset |
H07CDM |
H08 |
H09 |
Λ0 |
| SN |
Λ1 |
Λ2 |
Λ3 |
Λ4 |
| BAO |
Λ5 |
Λ6 |
Λ7 |
Λ8 |
| BAO+CMB |
Λ9 |
f(T)0 |
f(T)1 |
f(T)2 |
| SN+BAO+CMB+RSD |
f(T)3 |
f(T)4 |
f(T)5 |
f(T)6 |
The corresponding f(T)7 for the full combination are f(T)8, f(T)9, and T0 for T1, T2, and T3 respectively — decisive evidence against all three relative to T4CDM. On BAO+CMB alone, the penalties are already strong (T5, T6, T7). Only for RSD data alone are all models statistically indistinguishable from T8CDM (T9).
Several implications follow directly. First, the phantom-like models f(T)0 and f(T)1 raise the BAO- and CMB-inferred f(T)2 by roughly f(T)3--f(T)4, partially closing the gap to the local distance ladder — but this improvement is not free: the residual inconsistency is transferred to the matter density, which becomes discrepant between early- and late-time probes. Second, the growth sector shows a complementary trade-off: f(T)5 and f(T)6, with f(T)7, yield lower RSD-inferred f(T)8 (f(T)9 and T=−6H20 versus T=−6H21 in T=−6H22CDM for the full combination), while implying larger CMB-inferred T=−6H23 and hence a worsened early–late discrepancy. Conversely, T=−6H24 potentially improves consistency in the T=−6H25 sector while aggravating the T=−6H26 tension. No single minimal model addresses both tensions simultaneously. Third, the statistical reconstruction of T=−6H27 from the full combined chains confirms these classifications: the entire T=−6H28 band for Model 2 remains above T=−6H29, while Models 1 and 3 remain below it, with narrow confidence bands indicating that the data permit only small deviations from the best-fit behaviors.
It should be noted that the paper acknowledges recent KiDS-Legacy weak-lensing results reporting no significant ρT0 tension with ρT1CDM; the relevance of the growth-sector discussion is therefore that modified gravity can introduce such discrepancies even when none exists in the standard scenario.
Limitations and open questions
The paper concedes several limitations explicitly. The use of compressed CMB distance priors rather than full Planck temperature and polarization spectra is justified only because the models reduce to standard cosmology at early times; any extension with early-time deviations would invalidate this treatment. The perturbation analysis relies on the quasi-static, subhorizon approximation and assumes vanishing scalar anisotropic stress at linear order, so the growth conclusions do not extend to horizon scales or to higher-order perturbative effects. The RSD likelihood assumes uncorrelated errors across the 22 ρT2 measurements, an idealization given that several datasets share survey systematics. Additionally, the standard (non-covariant) ρT3 formulation carries the known issue of local Lorentz violation, deferred here on the grounds that the relevant equations coincide at the level used. Open questions left by the paper include whether more general teleparallel Lagrangians, non-minimal couplings, or additional degrees of freedom can break the observed complementarity between the ρT4 and ρT5 sectors, and how refined treatments of observational systematics would alter the decisive AIC penalties found here.
Conclusion
This work provides a controlled test of three minimal, early-TEGR-recovering ρT6 parametrisations against the most current late- and early-time probes, including DESI DR2 BAO. Its principal contribution is a clear mechanistic account of how torsional dynamics control the direction of the ρT7 shift — phantom-like ρT8 raising it, quintessence-like ρT9 lowering it — and of the associated redistribution of tensions between the background and growth sectors. Quantitatively, however, the verdict is negative: with H000 between H001 and H002 for the full data combination, none of the minimal extensions considered improves on H003CDM. The paper thus establishes both the diagnostic value and the empirical insufficiency of one-parameter late-time H004 gravity as a resolution to current cosmological tensions.